#Install & Load Requires Packages
#Check if all required packages have been installed and loaded, and if not, install and load them. 

options(repos = list(CRAN="http://cran.rstudio.com/"))

packages <- c("tidyverse", 
              "sf",
              "patchwork", 
              "stringr", 
              "BiocManager", 
              "remotes", 
              "eulerr", 
              "indicspecies", 
              "cluster",
              "vegan",
              "chisq.posthoc.test", 
              "taxize",
              "Polychrome",
              "pals", 
              "spocc",
              "mregions",
              "rgbif",
              "mapview",
              "ggbeeswarm",
              "ggh4x")

#Packages that I don't think are necessary to load, but I did load at some point: "rsvg", "grImport2", "purrr", "sjmisc", "viridis", "ape", "colourvalues", "usedist", "ggnewscale", "sp"



install.packages(setdiff(packages, rownames(installed.packages())))

if(!require("phyloseq", quietly=TRUE))
  BiocManager::install("phyloseq")

if(!require("ggtree", quietly=TRUE))
  BiocManager::install("ggtree")
## ggtree v3.8.0 For help: https://yulab-smu.top/treedata-book/
## 
## If you use the ggtree package suite in published research, please cite
## the appropriate paper(s):
## 
## Guangchuang Yu, David Smith, Huachen Zhu, Yi Guan, Tommy Tsan-Yuk Lam.
## ggtree: an R package for visualization and annotation of phylogenetic
## trees with their covariates and other associated data. Methods in
## Ecology and Evolution. 2017, 8(1):28-36. doi:10.1111/2041-210X.12628
## 
## Guangchuang Yu.  Data Integration, Manipulation and Visualization of
## Phylogenetic Trees (1st edition). Chapman and Hall/CRC. 2022,
## doi:10.1201/9781003279242
## 
## Guangchuang Yu, Tommy Tsan-Yuk Lam, Huachen Zhu, Yi Guan. Two methods
## for mapping and visualizing associated data on phylogeny using ggtree.
## Molecular Biology and Evolution. 2018, 35(12):3041-3043.
## doi:10.1093/molbev/msy194
if(!require("ggtreeExtra", quietly=TRUE))
  BiocManager::install("ggtreeExtra")
## ggtreeExtra v1.10.0 For help: https://yulab-smu.top/treedata-book/
## 
## If you use the ggtree package suite in published research, please cite
## the appropriate paper(s):
## 
## S Xu, Z Dai, P Guo, X Fu, S Liu, L Zhou, W Tang, T Feng, M Chen, L
## Zhan, T Wu, E Hu, Y Jiang, X Bo, G Yu. ggtreeExtra: Compact
## visualization of richly annotated phylogenetic data. Molecular Biology
## and Evolution. 2021, 38(9):4039-4042. doi: 10.1093/molbev/msab166
if(!require("ampvis2", quietly=TRUE))
  remotes::install_github("kasperskytte/ampvis2")

packages = append(packages, c("phyloseq", "ampvis2", "ggtree", "ggtreeExtra"))

invisible(lapply(packages, library, character.only = TRUE))
## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## ✔ dplyr     1.1.2     ✔ readr     2.1.4
## ✔ forcats   1.0.0     ✔ stringr   1.5.0
## ✔ lubridate 1.9.2     ✔ tibble    3.2.1
## ✔ purrr     1.0.1     ✔ tidyr     1.3.0
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## ✖ tidyr::expand() masks ggtree::expand()
## ✖ dplyr::filter() masks stats::filter()
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## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
## Linking to GEOS 3.11.0, GDAL 3.5.3, PROJ 9.1.0; sf_use_s2() is TRUE
## 
## Loading required package: permute
## 
## Loading required package: lattice
## 
## This is vegan 2.6-4
## 
## The legacy packages maptools, rgdal, and rgeos, underpinning the sp package,
## which was just loaded, will retire in October 2023.
## Please refer to R-spatial evolution reports for details, especially
## https://r-spatial.org/r/2023/05/15/evolution4.html.
## It may be desirable to make the sf package available;
## package maintainers should consider adding sf to Suggests:.
## The sp package is now running under evolution status 2
##      (status 2 uses the sf package in place of rgdal)
install_version("tidytree", version = "0.4.2")
## Downloading package from url: http://cran.rstudio.com//src/contrib/Archive/tidytree/tidytree_0.4.2.tar.gz
library(tidytree)
## If you use the ggtree package suite in published research, please cite
## the appropriate paper(s):
## 
## S Xu, Z Dai, P Guo, X Fu, S Liu, L Zhou, W Tang, T Feng, M Chen, L
## Zhan, T Wu, E Hu, Y Jiang, X Bo, G Yu. ggtreeExtra: Compact
## visualization of richly annotated phylogenetic data. Molecular Biology
## and Evolution. 2021, 38(9):4039-4042. doi: 10.1093/molbev/msab166
## 
## Shuangbin Xu, Lin Li, Xiao Luo, Meijun Chen, Wenli Tang, Li Zhan, Zehan
## Dai, Tommy T. Lam, Yi Guan, Guangchuang Yu. Ggtree: A serialized data
## object for visualization of a phylogenetic tree and annotation data.
## iMeta 2022, 1(4):e56. doi:10.1002/imt2.56
## 
## Attaching package: 'tidytree'
## 
## The following object is masked from 'package:stats':
## 
##     filter

Materials and Methods

2.1 Detailed Protocols

To improve reproducibility (e.g. Dickie et al., 2018; Shea et al., 2023) and aid in the initiation of new eDNA biomonitoring projects, we have published detailed, step-by-step protocols for many of the methods described, including specific materials used, photographs, and additional methodological notes not possible to include here. See Shea (2023) for sample collection and filtering, Shea (2023) for DNA extractions, Shea (2023) for PCR amplification, and Shea (2023) for shipping samples.

2.2 Sampling Site

To better understand the spatial and temporal scales of eDNA detections in a complex coastal environment, we sought a rocky intertidal field location that had consistent, large, accessible tide pools that were fully isolated from one another at some low tides but interconnected during other parts of their exposure period. We selected the intertidal at Pillar Point, a headlands promontory to the west of Pillar Point Harbor in San Mateo County, California, USA. Pillar Point is a popular recreational intertidal site that is directly adjacent to the Pillar Point State Marine Conservation Area (no specific use scientific collection permit required).

Within Pillar Point, we sampled at three discrete locations: two individual tide pools with a range of physical connectivity (Tide Pool 1, S1: 37.495342°, -122.498731°; Tide Pool 2, S2: 37.495000°, -122.498947°) and an equidistant location (Nearshore, N: 37.4952833°, -122.4992056°) where there was well-mixed offshore water for the duration of the tidal cycle (Figure 2; not produced in R). Each site was approximately 40 meters from all other sites. Tide Pool 1 and Tide Pool 2 are fully isolated at tidal heights of around 0 m (mean low low water, MLLW) or lower, and substantially connected at around 0.25 m or higher. On the day we sampled, this meant water actively flowed between the locations at the start (11:30 am PST) and end (17:00 pm PST) of the sampling period, but that the sites were disconnected at low tide in the middle of the sampling period.

2.3 Sample Collection & Filtration

We collected 1 L surface samples from each location every 30 minutes for the duration of time the intertidal was exposed on 28 January 2022, using single-use enteral feeding pouches (Covidien, Dublin, Ireland). Sampling commenced at 11:30 am PST; the exact times of sample collection, in relation to the tide, are shown in Figure 3. Following the approach used by Gold et al. (2021b), we attached a sterile 0.22 um pore size Sterivex cartridge (MilliporeSigma, Burlington, MA, USA) to the tubing of each feeding pouch, allowing samples to be immediately gravity filtered in the field. While gravity filtering (1-2 hours per sample), samples were shaded with an awning to prevent any degradation by sunlight (Andruszkiewicz et al., 2017).

#Read Pillar Point NOAA/NOS/CO-OPs Tide Chart data file
Tides = read.table("Data/28-Jan-2022-TideChart.txt", header = TRUE, sep = "", dec = ".", skip=13)

#Convert date format in table using lubridate
Tides$datetime <- lubridate::ymd_hm(paste(Tides$Date, Tides$Time), tz = "US/Pacific")

#Set bounds of sampling period to highlight
xmin = Tides$datetime[47]
xmax = Tides$datetime[69]
ymin = -.5
ymax = .5

box_color = "#EDEDED"

#Create plot of full tidal cycle with sampling period highlighted
p1 <- ggplot(data=Tides, aes(x=datetime, y = Pred, group=1)) + 
  annotate("rect", xmin = xmin, xmax = xmax, ymin = ymin, ymax = ymax, fill = box_color) +
  geom_line() +
  coord_cartesian(xlim = c(Tides$datetime[1], Tides$datetime[96])) +
  theme_classic(base_size = 16) +
  theme(
    panel.background = element_rect(fill = "transparent", colour = NA_character_), 
    # necessary to avoid drawing panel outline
    plot.background = element_rect(fill = "transparent", colour = NA_character_),
    # necessary to avoid drawing plot outline
    axis.text.x = element_text(color="black"),
    axis.ticks = element_line(color = "black"),
    axis.text.y = element_text(color="black"),
    panel.border = element_rect(colour = "black", fill=NA, linewidth=1)
  ) +
  xlab("Time (PST)") +
  ylab("MLLW Tide Prediction (m)") +
  scale_x_datetime(date_breaks = "2 hour", date_labels = "%H:00", expand = c(0, 0), position = "top")

#Create plot of just sampling period
p2 <- ggplot(data=Tides, aes(x=datetime, y = Pred, group=1)) + 
  geom_line() +
  coord_cartesian(xlim = c(xmin, xmax), ylim = c(ymin, ymax)) +
  theme_classic(base_size = 16) + 
  theme(panel.background = element_rect(fill = box_color), 
        plot.background = element_rect(fill = "transparent", colour = NA_character_), 
        axis.text.x = element_text(color="black"),
        axis.ticks = element_line(color = "black"),
        axis.text.y = element_text(color="black"),
        panel.border = element_rect(colour = "black", fill=NA, linewidth=1)) +
  xlab("") +
  ylab("MLLW Tide Prediction (m)") +
  scale_x_datetime(date_breaks = "30 min", date_labels = "%H:%M", expand = c(0, 0))

#Stitch plots together using patchwork
p_patch <- p1 / p2 & ylab(NULL) & theme(plot.margin = margin(5.5, 5.5, 5.5, 0), plot.background = element_rect(fill = "transparent", colour = NA_character_))

# Use the tag label as a y-axis label
p_patch = wrap_elements(p_patch) +
  labs(tag = "MLLW Tide Prediction (m)") +
  theme(
    plot.tag = element_text(size = rel(1.2), angle = 90),
    plot.tag.position = "left",
    plot.background = element_rect(fill = "transparent", colour = NA_character_)
  )

p_patch

ggsave(
  plot = p_patch,
  filename = "Figures/Figure3.png",
  bg = "transparent"
)
## Saving 7 x 5 in image
##Second section of plot continued below once data has been loaded

At three time points (see Figure 3; additional items added outside of R) at the beginning and end of the sampling period as well as at low tide, we collected triplicate 1 L samples from each location as biological replicates. At the beginning and end of the sampling period, we also filtered 1 L MilliQ water via the procedure described above to serve as negative field controls. Additionally, using an Orion Model 1230 meter (Orion Research Inc., Beverly, MA, USA), we recorded temperature and salinity in each location directly after samples were collected.

Once finished filtering, Sterivex cartridges were dried by pushing air through them using a sterile 3 mL syringe, capped, placed in sterile Whirl-Pak bags (Whirl-Pak, Madison, WI, USA). Then, samples were stored in a cooler on ice until transported back to the laboratory at the end of the sampling period. Samples were transferred to a -20C freezer for up to 18 days, at which time they were processed to extract nucleic acids from the captured materials.

2.4 DNA Extraction & Library Preparation

Within 18 days of collection, we extracted DNA from the Sterivex cartridge using the DNeasy Blood and Tissue Kit (Qiagen, Germantown, MD, USA) and the modifications described in Spens et al. (2017). In short, we incubated the filter cartridge overnight with proteinase K and ATL. Then, we extracted the liquid from the cartridge with a syringe and mixed it with equal volumes of AL buffer and 0C ethanol before proceeding with the manufacturer’s extraction protocol. One negative extraction control (DNA-grade water in place of a sample) was included in each of four batches of extractions. Extracted samples to be PCR amplified were stored at -20C for up to 6 months.

We PCR amplified the extracted DNA in triplicate within 6 months of storage, using the mlCOIintF/ jgHCO2198 primer set targeting a 313 bp fragment of the mitochondrial COI region optimized by Leray et al. (2013) (Forward: GGWACWGGWTGAACWGTWTAYCCYCC; Reverse: TAIACYTCIGGRTGICCRAARAAYCA) with Nextera modifications. Following Curd et al. (2019), we used a 25 l PCR reaction mixture consisting of 12.5 l of Qiagen Multiplex Mix (Qiagen, Germantown, MD, USA), 2.5 l each of the forward and reverse primers at 2 M (Integrated DNA Technologies, Inc., Coralville, IA, USA), 6.5 l of PCR-grade water, and 1 l of undiluted DNA template. The PCR thermocycling touchdown profile began with an initial denaturation at 95 for 15 minutes to activate the DNA polymerase, followed by 13 cycles of denaturation (94 for 30 seconds), annealing (starting at 69.5 for 30 seconds, with the temperature decreased by 1.5 each cycle), and extension (72 for 1 minute). Then, an additional 35 cycles were run with the same denaturation and extension steps as above with an annealing temperature of 50, followed by a final extension at 72 for 10 minutes. PCR reactions were prepared in a designated DNA-free hood until the template was added.

PCR amplification was conducted in two batches; in each batch, we included one no-template negative PCR control (DNA-grade water used as template). Additionally, we extracted DNA from tissue from five organisms across a range of phyla we expected to amplify with the mlCOIintF/ jgHCO2198 primers, but not expected to be present at Pillar Point in particular (Mytilus edulis, Mizuhopecten yessoensis, Xiphias gladius, Mercenaria mercenaria, Lutjanus campechanus) using the standard tissue extraction protocol detailed in the DNeasy Blood and Tissue Kit (Qiagen, Germantown, MD, USA). These tissues were obtained from a local grocery store and it was assumed that they were labeled correctly, although previous work has indicated mislabeling in seafood stores can occur (e.g. Willette et al., 2017). Extracts from the 5 tissue samples were combined in equimolar amounts to form a mock community used as a positive PCR control in each batch. Triplicate PCR amplicons from both samples and controls were not subsequently pooled, but were carried through the remaining library preparation and sequencing steps as technical replicates. We electrophoresed and visualized a subset of PCR products on a 1.5% agarose gel stained with GelRed® (Biotium, Fremont, CA, USA) to ensure successful amplification and correct product sizes as well as lack of contamination.

Post-PCR library preparation and sequencing was conducted at the Georgia Genomics and Bioinformatics Core (GGBC, UG Athens, GA, RRID:SCR_010994). In short, provided PCR amplicons were cleaned using AMPure XP magnetic beads (Beckman Coulter, Indianapolis, IN, USA), barcoded with Nextera adapters (Illumina, San Diego, CA, USA) during a second PCR (3 min at 95 °C; 15 cycles of 30 sec at 95 °C, 30 sec at 67 °C, and 30 sec at 72 °C; and 4 min at 72 °C), cleaned again using AMPureXP magnetic beads, and pooled in equimolar ratio. The resulting library was sequenced on a MiSeq PE 2x250bp (500 cycles) using Reagent Kit V2 with 25% PhiX spike-in (Illumina, San Diego, CA, USA). Given our technical replication of samples and controls, our final library included 6 negative field controls (1 at beginning and end of field sampling, amplified in triplicate), 12 negative extraction controls (1 in each of 4 extraction sets, amplified in triplicate), 2 positive PCR controls (1 in each of 2 amplification batches), 2 no-template negative PCR controls (1 in each of 2 amplification batches), and 159 samples (53 field samples, amplified in triplicate).

2.5 Bioinformatics

We processed sequencing data using the Anacapa Toolkit, which contains two core modules: one for quality control and ASV parsing, and one for classifying taxonomy (Curd et al., 2019). Briefly, we ran the first module using default parameters, which uses cutadapt (version 1.16) (Martin, 2011) for adapter and primer trimming, FastX-Toolkit (version: 0.0.13) (citation) for quality trimming, and dada2 (version 1.6) (Callahan et al., 2016) for assigning ASVs. For the second module, we utilized the MIDORI2 reference database, a quality controlled and updated database built from GenBank release 253 (12/20/2022) that has been technically validated (Leray et al., 2022). Following Gold et al. (2022), we adjusted the identity and query coverage to 95% (default: 80%) to account for the relative incompleteness of the broad COI reference database compared to more taxonomically-specific databases (Curd et al., 2019). The second module relies on Bowtie 2 (version 2.3.5) (Langmead and Salzberg, 2012) and a modified instance of BLCA (Gao et al., 2017) as dependencies. Following Gold et al. (2021a) we only kept taxonomic assignments that had a bootstrap confidence cutoff score of 60 or higher in BLCA, to avoid spurious assignments from the incomplete reference database. We modified the Anacapa Container (Ogden, 2018), a Singularity container with all the needed dependencies for executing the Anacapa Toolkit, to enable the pipeline to be run in a high-performance computing environment requiring two-step authentication; the updated container, scripts, and reference database with the required Bowtie 2 index library needed to reproduce our bioinformatics process can be found on Dryad (link/citation).

Raw ASVs, taxonomy assignments, and metadata were converted into interchangeable ampvis2 (version 2.7.34) (Andersen et al., 2018) and phyloseq (version 1.42.0) (McMurdie and Holmes, 2013) objects in R (version 4.2.2) to facilitate decontamination and further analyses. Singletons were removed using ampvis2, and samples were further decontaminated using phyloseq by removing all ASVs that appeared in any negative field control, negative extraction control, or no-template negative PCR control, a choice made due to the very low number of overlapping ASVs between samples and negative controls (Supplemental Information X). Samples were rarified to the minimum number of reads of any sample using ampvis2. Subsequent analyses were robust to all three decontamination steps.

#Function that removes NCBI Taxonomy IDs from the end of a taxa name, from an Anacapa Output, in list form 
remove_NCBInums = function(list) {
  list = sub("_[^_]+$","", list)
  return(list)
}

#Function that converts an ampvis2 object to a phyloseq object
#Can be used either on an existing ampvis object (abund, tax, md = NULL) or separate abund, tax, and metadata data frames (ampvis = NULL)
amp_to_phyloseq = function(ampvis, abund, tax, md) {
  if(!is.null(ampvis)) {
    physeq = phyloseq(otu_table(as.matrix(ampvis$abund), taxa_are_rows = TRUE), 
                    tax_table(as.matrix(ampvis$tax)), 
                    sample_data(ampvis$metadata))
  } else if (is.null(md)) {
    physeq = phyloseq(otu_table(as.matrix(abund), taxa_are_rows = TRUE), 
                    tax_table(as.matrix(tax)))
} else {
  physeq = phyloseq(otu_table(as.matrix(abund), taxa_are_rows = TRUE), 
                    tax_table(as.matrix(tax)), 
                    sample_data(md))
}
  return(physeq)
}
#Read in Anacapa Output; change p_confidence to switch to a different percent confidence output

current_subfolder = "Data/Anacapa Pipeline Output/Tide Pool 5184 - 31 January 2023"
p_confidence = 60
filepath = paste0(current_subfolder, 
                  "/CO1/CO1_taxonomy_tables/Summary_by_percent_confidence/", 
                  p_confidence, 
                  "/CO1_ASV_raw_taxonomy_", 
                  p_confidence, 
                  ".txt")

AnacapaOutput = read.table(filepath, header = TRUE, sep = "\t", dec = ".")


#Format ASV Table (extract just the needed information)

endcol = ncol(AnacapaOutput) - 1
asvmat = AnacapaOutput[,2:endcol]
rownames(asvmat) <- AnacapaOutput[,1]

#Format Taxonomy Table (extract just the needed information and rename columns)

endcol = ncol(AnacapaOutput)
taxmat = AnacapaOutput[,endcol]
taxmat = str_split_fixed(taxmat, ";",7)

colnames(taxmat) <- c("Kingdom", "Phylum", "Class", "Order", "Family", "Genus", "Species")

rownames(taxmat) <- rownames(asvmat)

#Read Metadata (saved in multiple different files)

current_subfolder = paste0(current_subfolder, "/Metadata-Added/PillarPoint_SampleInfo_") 

filepath = paste0(current_subfolder, "EnviroData.txt")
EnviroData = read.table(filepath, header = TRUE, sep = "\t", dec = ".", strip.white = TRUE)

filepath = paste0(current_subfolder, "FieldSampling.txt")
FieldSampling = read.table(filepath, header = TRUE, sep = "\t", dec = ".", strip.white = TRUE)
FieldSampling = FieldSampling[,1:4]

filepath = paste0(current_subfolder, "Sequencing.txt")
Sequencing = read.table(filepath, header = TRUE, sep = "\t", dec = ".", strip.white = TRUE)

filepath = paste0(current_subfolder, "Location.txt")
Location = read.table(filepath, header = TRUE, sep = "\t", dec = ".", strip.white = TRUE)

#Format Metadata

sampledata = merge(FieldSampling, EnviroData, all=T)
sampledata = sampledata %>% drop_na(Dereplicated_Sample_Name) 
#removing one sample that has EnviroData reading but the field sample was not processed

sampledata = merge(Sequencing,sampledata, all=T)

rownames(sampledata) <- sampledata[,"X"]

sampledata$Dereplicated_Sample_Name = as.factor(sampledata$Dereplicated_Sample_Name)
sampledata$Type = as.factor(sampledata$Type)
sampledata$PCR = as.factor(sampledata$PCR)
sampledata$Time = as.factor(sampledata$Time)
sampledata$Location = as.factor(sampledata$Location)
sampledata$Extraction = as.factor(sampledata$Extraction)
sampledata$SiteByTime = as.factor(paste(sampledata$Location, sampledata$Time))

#Make ampvis2 objects without any pre-processing
asvmat_amp = tibble::rownames_to_column(asvmat, "ASV")
sampledata_amp = tibble::rownames_to_column(sampledata, "Sample")
taxmat_amp = tibble::rownames_to_column(as.data.frame(taxmat), "ASV")
amp = amp_load(asvmat_amp, metadata = sampledata_amp, taxonomy = taxmat_amp)

amp_nocontrols = amp_filter_samples(amp, Type %in% c("sample"))
## 22 samples and 3315 OTUs have been filtered 
## Before: 181 samples and 71947 OTUs
## After: 159 samples and 68632 OTUs
amp_controls = amp_filter_samples(amp, Type %in% c("control"))
## 159 samples and 68607 OTUs have been filtered 
## Before: 181 samples and 71947 OTUs
## After: 22 samples and 3340 OTUs
#Make ampvis2 objects with singletons removed
amp_NS = amp_load(asvmat_amp, metadata = sampledata_amp, taxonomy = taxmat_amp, pruneSingletons = TRUE)
## 41532 singletons have been removed
amp_nocontrols_NS = amp_filter_samples(amp_NS, Type %in% c("sample"))
## 22 samples and 381 OTUs have been filtered 
## Before: 181 samples and 30415 OTUs
## After: 159 samples and 30034 OTUs
amp_controls_NS = amp_filter_samples(amp_NS, Type %in% c("control"))
## 159 samples and 30009 OTUs have been filtered 
## Before: 181 samples and 30415 OTUs
## After: 22 samples and 406 OTUs
#Make ampvis2 objects with a full decontamination procedure 

#Function that removes any ASV that appears in any control from all samples
full_decontamination <-function(amp) {
  
  physeq = amp_to_phyloseq(amp, NULL, NULL, NULL)
  
  physeq_controls <- physeq %>%
    subset_samples(Type == "control") %>%
    prune_taxa(taxa_sums(.) >0, .)
  
  badASV = taxa_names(physeq_controls)
  allASV = taxa_names(physeq)
  allASV <- allASV[!(allASV %in% badASV)]
  physeq_FD = prune_taxa(allASV, physeq)
  
  av2_otutable <- data.frame(otu_table(physeq_FD)@.Data)
  av2_taxtable <- data.frame(tax_table(physeq_FD)@.Data)
  av2_metadata <- data.frame(sample_data(physeq_FD))
  
  amp_return <- amp_load(av2_otutable, metadata = av2_metadata, taxonomy = av2_taxtable)
  amp_return= amp_filter_samples(amp_return, Type %in% c("sample"))
  
  return(amp_return)
}

amp_nocontrols_FD = full_decontamination(amp)
## 22 samples and 0 OTUs have been filtered 
## Before: 181 samples and 68607 OTUs
## After: 159 samples and 68607 OTUs
amp_nocontrols_NS_FD = full_decontamination(amp_NS)
## 22 samples and 0 OTUs have been filtered 
## Before: 181 samples and 30009 OTUs
## After: 159 samples and 30009 OTUs
#Make ampvis2 objects by rarefying to the minimum number of reads of any sample

#Function that wraps around an ampvis2 function to rarefy samples to the minimum number of reads of any sample
rarefaction <- function(amp) {
  set.seed(0)
  reads <- colSums(amp$abund)
  minreads <- min(reads)
  amp_R = amp_subset_samples(amp, rarefy = minreads)
  return(amp_R)
}
  
amp_nocontrols_R = rarefaction(amp_nocontrols)
## 0 samples have been filtered.
amp_nocontrols_NS_R = rarefaction(amp_nocontrols_NS)
## 0 samples have been filtered.
amp_nocontrols_FD_R = rarefaction(amp_nocontrols_FD)
## 0 samples have been filtered.
amp_nocontrols_NS_FD_R = rarefaction(amp_nocontrols_NS_FD)
## 0 samples have been filtered.
##Create data frame for GBIF
#Exporting version of data with decontamination and controls removed but no additional processing

GBIF_export = amp_nocontrols_FD

GBIF_export$metadata = merge(GBIF_export$metadata, Location, all=T)

TimeZone = "UTC−08:00"
Date = "28 January 2022"
GBIF_export$metadata = cbind(GBIF_export$metadata, TimeZone)
GBIF_export$metadata = cbind(GBIF_export$metadata, Date)

names(GBIF_export$metadata)[names(GBIF_export$metadata) == 'Sample'] <- 'Sequencing_Sample_Name'

col_order = c("Sequencing_Sample_Name", "Sample_Name", "Location", "Latitude", "Longitude", "CRS", "Date", "Time", "TimeZone", "T", "S")
GBIF_export$metadata = GBIF_export$metadata[,col_order]

#Add sequences to file

current_subfolder = "Data/Anacapa Pipeline Output/Tide Pool 5184 - 31 January 2023"
filepath = paste0(current_subfolder, 
                  "/CO1/CO1_taxonomy_tables/CO1_ASV_taxonomy_detailed.txt")

AnacapaDetailed = read.table(filepath, header = TRUE, sep = "\t", dec = ".")
sequences = as.data.frame(AnacapaDetailed[,"sequence"])
rownames(sequences) = AnacapaDetailed$CO1_seq_number

GBIF_export$tax = merge(sequences, GBIF_export$tax, by = "row.names", all.x = FALSE, all.y = TRUE, sort = FALSE)
rownames(GBIF_export$tax) = GBIF_export$tax$Row.names
names(GBIF_export$tax)[names(GBIF_export$tax) == "AnacapaDetailed[, \"sequence\"]"] <- 'Sequence'

col_order = c("Sequence", "Kingdom", "Phylum", "Class", "Order", "Family", "Genus", "Species")
GBIF_export$tax = GBIF_export$tax[,col_order]

write.csv(GBIF_export$abund, "Data/GBIF/ASVTable.csv", row.names=TRUE)
write.csv(GBIF_export$tax, "Data/GBIF/TaxTable.csv", row.names=TRUE)
write.csv(GBIF_export$metadata, "Data/GBIF/SampleData.csv", row.names=FALSE)

To ensure the accuracy of taxonomic assignments, we analyzed occurrence data from the Global Biodiversity Information Facility to investigate whether identified species had occurrence records in the California Current System and known ranges that encompassed Pillar Point, using the spocc (version 1.2.0) (Chamberlain, 2021) package. A phylogenetic tree based on taxonomic assignments was created using the taxize (version 0.9.100) (Chamberlain and Szöcs, 2013) and treedataverse (version 0.0.1) (citation) packages.

Data Analysis

To understand whether eDNA signals could be distinguished by location, we first analyzed individual-level differences between locations; that is, whether ASVs or individual taxa (agglomerated species-level taxonomic assignments) were unique to, or associated with, particular locations. We calculated and visualized unique ASVs and taxa using the nVennR (version 0.2.3) (Pérez-Silva et al., 2018) and eulerr (version 7.0.0) (Larsson, 2022) packages. However, with metabarcoding data in particular, taxa or ASVs that are unique to a given location are not necessarily ecologically meaningful; they could include rare taxa present elsewhere but not amplified and exclude taxa that are well correlated with particular locations but sometimes detected at others. Thus, we also analyzed ASVs and taxa using an indicator species framework (Dufrêne and Legendre, 1997). In this framework, the null hypothesis is that the frequency of a taxon’s or ASV’s presence in samples from a particular location is not higher that the frequency of that taxon’s or ASV’s presence in samples from other locations. For each location, we identified all statistically-significant indicator taxa and ASVs with indicator value indices above 0.7—that is, indicators that are well-associated with a site group even if they are detected in samples from other sites—based on presence-absence data per sample using the indicspecies package (version 1.7.12) (Cáceres and Legendre, 2009).

We followed our individual-level analyses with approaches to test whether community composition varied by location. We calculated a Jaccard dissimilarity matrix across all samples using vegan (version 2.6.4) (Oksanen et al., 2022). Then, we tested for differences in community composition among locations using a permutational multivariate analysis of variance (PERMANOVA) with the model eDNA Presence ~ Location + Time + Biological Replicates using the adonis function in vegan. We confirmed that locational differences found via PERMANOVA were not a result of differences in dispersions by testing for homogeneity of dispersions using the betadisper function in vegan. We also visualized Jaccard dissimilarity using non-metric multidimensional scaling (NMDS) using the metaMDS function in vegan. We coupled these analyses with a partitioning among medoids algorithm (Kaufman and Rousseeuw, 1990) implemented with the pam function in the cluster package (version 2.1.4) (Maechler et al., 2022). Rather than assuming location clusters a priori, we validated the optimal number of clusters for a given dataset by finding the number of clusters (k) that maximized the average silhouette width, a measure of how well-structured the clusters are. Finally, to better understand how the difference between locations varied over the time sampled, for each time point, we calculated the Jaccard dissimilarity between each unique combination of replicates within each site, and then the pairwise Jaccard dissimilarity between each unique combination of samples across the three pairs of sites: S1-N, S2-N, and S1-S2.

To further understand whether differences in eDNA detections corresponded with underlying ecological gradients, we compared the unique and indicator taxa identified at each site to their ecological zonation in a highly regarded field guide to the Pacific intertidal, Between Pacific Tides (Ricketts et al., 1985). To account for potential variations in taxonomic names between Between Pacific Tides and the MIDORI2 reference database, we used the World Register of Marine Species (WoRMS) to identify all synonymized names for each unique and indicator taxon identified, and we searched Between Pacific Tides for all synonyms. We compared the proportion of high and middle intertidal species identified across each location using a chi-squared test with p-values computed via Monte Carlo simulation.

Results

3.1 Sequencing Results & Taxonomic Diversity

#Gather information about full Anacapa Toolkit results before any processing
total_ASVs = nrow(amp$abund)
total_reads = sum(amp$abund)

samples = length(amp$metadata$Type[amp$metadata$Type == "sample"])
controls = length(amp$metadata$Type[amp$metadata$Type == "control"])

#Check positive PCR controls
amp_MC = amp_filter_samples(amp, Location %in% c("MC"))
## 179 samples and 71797 OTUs have been filtered 
## Before: 181 samples and 71947 OTUs
## After: 2 samples and 150 OTUs
df = merge(amp_MC$abund, amp_MC$tax, by = 'row.names')
df = df[,c(2:3, 10)]
colnames(df) = c("MC1", "MC2", "Species")
agg_df <- df %>% group_by(Species) %>% summarise(MC1_Reads = sum(MC1), MC2_Reads = sum(MC2)) %>% arrange(desc(MC1_Reads))
agg_df[agg_df == ""] = "No Taxonomic Assignment"

agg_df
## # A tibble: 11 × 3
##    Species                          MC1_Reads MC2_Reads
##    <chr>                                <int>     <int>
##  1 Xiphias gladius_8245                 22811     14132
##  2 Mizuhopecten yessoensis_6573          5565      2863
##  3 Sebastes pinniger_72094               4900      2610
##  4 Mercenaria mercenaria_6596            2133      1093
##  5 Mytilus edulis_6550                    195        74
##  6 Oncorhynchus mykiss_8022                33        16
##  7 Salmo salar_8030                        12         0
##  8 No Taxonomic Assignment                 11         2
##  9 Anoplopoma fimbria_229290               11         4
## 10 Paralichthys californicus_319776        10        21
## 11 Oncorhynchus kisutch_8019                2         0
amp_no_MC = amp_filter_samples(amp, !(Location %in% c("MC")))
## 2 samples and 150 OTUs have been filtered 
## Before: 181 samples and 71947 OTUs
## After: 179 samples and 71797 OTUs
intersect(rownames(amp_MC$abund), rownames(amp_no_MC$abund))
## character(0)
#Check intersection between samples and controls
intersect = intersect(rownames(amp_controls$abund), rownames(amp_nocontrols$abund))
overlap = length(intersect)

overlap_table = list(ASV = intersect, "Taxonomic Assignment" = amp_nocontrols$tax[amp_nocontrols$tax$OTU %in% intersect,]$Species)

overlap_table$`Taxonomic Assignment` = remove_NCBInums(overlap_table$`Taxonomic Assignment`)

overlap_table
## $ASV
##  [1] "forward_CO1_1"    "forward_CO1_2"    "forward_CO1_10"   "forward_CO1_19"  
##  [5] "forward_CO1_41"   "forward_CO1_49"   "forward_CO1_92"   "forward_CO1_145" 
##  [9] "forward_CO1_189"  "forward_CO1_265"  "forward_CO1_310"  "forward_CO1_344" 
## [13] "forward_CO1_617"  "forward_CO1_751"  "forward_CO1_756"  "forward_CO1_1223"
## [17] "forward_CO1_1322" "forward_CO1_1990" "forward_CO1_2810" "merged_CO1_9"    
## [21] "merged_CO1_70"    "merged_CO1_160"   "merged_CO1_390"   "merged_CO1_1535" 
## [25] "reverse_CO1_99"  
## 
## $`Taxonomic Assignment`
##  [1] ""                            "Micromonas pusilla"         
##  [3] "Mazzaella splendens"         "Nusuttodinium poecilochroum"
##  [5] ""                            ""                           
##  [7] ""                            ""                           
##  [9] "Homo sapiens"                ""                           
## [11] "Micromonas pusilla"          "Bossiella dichotoma"        
## [13] ""                            "Homo sapiens"               
## [15] "Micromonas pusilla"          ""                           
## [17] ""                            ""                           
## [19] "Corallina confusa"           ""                           
## [21] "Homo sapiens"                "Bossiella dichotoma"        
## [23] ""                            "Homo sapiens"               
## [25] "Corallina confusa"
write.csv(overlap_table, "Data/Analysis Products/OverlapASVs.csv", row.names=TRUE)

Using the Anacapa Toolkit, we identified 71947 ASVs from 9291419 reads across 159 samples and 22 controls (positive PCR controls, negative field controls, negative extraction controls, and no-template negative PCR controls). All expected taxa amplified in each positive PCR control, and no ASVs present in the positive PCR controls occurred in any other samples, providing no evidence of index hopping. Before application of any decontamination steps, only 25 ASVs were shared between the samples and negative field, extraction, and PCR controls.

#Establish processed data set used throughout analyses

data_amp = amp_nocontrols_NS_FD_R

data_physeq = amp_to_phyloseq(data_amp, NULL, NULL, NULL)

data_amp_taxa = data_amp
data_amp_taxa$abund = aggregate_abund(data_amp$abund, data_amp$tax, tax_aggregate = "Species", format = "abund")
## 24191 OTUs (out of 27038) with no assigned taxonomy at Species level were removed before aggregating OTUs
##IN PROGRESS

data_forchart = amp$metadata[!is.na(amp$metadata$Time),]

data_forchart = data_forchart %>% group_by(SiteByTime) %>% mutate(chart_num = ceiling(row_number()/3))

data_forchart$datetime <- lubridate::ymd_hm(paste("2022/01/28", data_forchart$Time), tz = "US/Pacific")
data_forchart$LocNumTime = as.factor(paste(data_forchart$Location, data_forchart$chart_num, data_forchart$Time))


facet.labs =  c("Tide Pool 1\n (S1)", "Tide Pool 2\n (S2)", "Nearshore\n (N)", "Field Blank")
names(facet.labs) = c("S1", "S2", "N", "FB")

data_forchart$Location= factor(data_forchart$Location, levels=c("S1", "S2", "N", "FB"))
data_forchart$chart_num= factor(data_forchart$chart_num, levels=c("3", "2", "1"))

sample_schema = ggplot(data = data_forchart, aes(x = Time, y = chart_num, shape = Location,
                                 color = Time, 
                                 fill = after_scale(alpha(colour, 0.05)))) + 
  geom_beeswarm(cex = 2, size = 4) + 
  geom_box(aes(xmin = after_stat(x) - 0.45, 
               xmax = after_stat(x) + 0.45,
               ymin = after_stat(y) - 0.4, 
               ymax = after_stat(y) + 0.45),
           radius = unit(5, "pt")) +
  scale_shape_manual(values = c(15, 17, 16, 18)) + 
  scale_color_viridis_d(direction = -1) +
  facet_grid(Location ~., scales = "free_y", space = "free_y", 
             switch = "y", labeller = labeller(Location = facet.labs)) +
  theme_void(base_size = 16) + 
  theme(legend.position = "none",
        strip.text.y.left = element_text(angle = 0, hjust = 1, vjust = .9))  


graph = sample_schema 

filename = paste("sample_schema_full.pdf")
  path = paste("Figures/PowerPointFigure/", filename)
  pdf(path, width = 13, height = 4.3)
  print(graph)
  dev.off()
## quartz_off_screen 
##                 2
  graph$layers[[1]] <- NULL
  
  alpha=c(0,0,0,0,0,0,0,0,0,0,0,0)
 
for (i in 1:12) {
  alpha[i] = 1
  graph <- graph + 
    scale_color_viridis_d(direction = -1, alpha = alpha) +
     scale_fill_viridis_d(direction = -1, alpha = alpha)
  filename = paste("sample_schema", i, ".pdf")
  path = paste("Figures/PowerPointFigure/", filename)
  pdf(path, width = 13, height = 4.3)
  print(graph)
  dev.off()
}
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for fill is already present.
## Adding another scale for fill, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for fill is already present.
## Adding another scale for fill, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for fill is already present.
## Adding another scale for fill, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for fill is already present.
## Adding another scale for fill, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for fill is already present.
## Adding another scale for fill, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for fill is already present.
## Adding another scale for fill, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for fill is already present.
## Adding another scale for fill, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for fill is already present.
## Adding another scale for fill, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for fill is already present.
## Adding another scale for fill, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for fill is already present.
## Adding another scale for fill, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for fill is already present.
## Adding another scale for fill, which will replace the existing scale.
##Still need to line up axes between two plots, probably by changing date format for both
##Still need to add field blank to plots
p_patch/sample_schema

#OLD VERSION

#sample_schema = ggplot(data = data_forchart, aes(x = datetime, y = chart_num, shape = Location, color = Time, fill = Time)) + 
   #facet_grid(Location ~., scales = "free_y", space = "free_y", switch = "y", labeller = labeller(Location = facet.labs)) +
  #geom_point(position = position_dodge2(width = 1)) + 
  #geom_beeswarm(cex= 2, size = 3) +
  #geom_mark_rect(aes(group = LocNumTime)) +
  #coord_cartesian(xlim = c(xmin, xmax)) +
  #scale_shape_manual(values = c(15, 17, 16)) + 
  #viridis::scale_color_viridis(discrete=TRUE, begin = 0, end = .97, direction = -1) +
  #viridis::scale_fill_viridis(discrete=TRUE, begin = 0, end = .97, direction = -1) +
  #theme_void(base_size = 16) + 
  #theme(legend.position = "none") +
#theme(strip.text.y.left = element_text(angle = 0, hjust = 1, vjust = .9)) 
#Gather information about processed Anacapa Toolkit 

processed_ASVs = nrow(data_amp$abund)
processed_reads = sum(data_amp$abund)

#Create a phyloseq object where all samples are combined into one
total = as.data.frame(rowSums(data_amp$abund))
physeq_summed = amp_to_phyloseq(NULL, total, data_amp$tax[,1:7], NULL)
  
#Summarize the number of unassigned ASVs
kingdom = as.data.frame(tax_table(physeq_summed)[,1])
unassigned_ASVs = kingdom %>% group_by(Kingdom) %>% summarise(n = n()) %>% mutate (freq = n / sum(n))

#Summarize the number of unique phyla
unique_phyla = unique(tax_table(physeq_summed)[,2])
unique_phyla = unique_phyla[unique_phyla != ""]
phyla = length(unique_phyla)

#Summarize the number of unique classes
unique_class = unique(tax_table(physeq_summed)[,3])
unique_class = unique_class[unique_class != ""]
class = length(unique_class)

#Summarize the number of unique orders
unique_order = unique(tax_table(physeq_summed)[,4])
unique_order = unique_order[unique_order != ""]
order = length(unique_order)

#Summarize the number of unique families
unique_family = unique(tax_table(physeq_summed)[,5])
unique_family = unique_family[unique_family != ""]
family = length(unique_family)

#Summarize the number of unique genera
unique_genus = unique(tax_table(physeq_summed)[,6])
unique_genus = unique_genus[unique_genus != ""]
genus = length(unique_genus)
  
#Summarize the number of unique species
unique_species = unique(tax_table(physeq_summed)[,7])
unique_species = unique_species[unique_species != ""]
species = length(unique_species)
  
#Remove all unclassified ASVs and condense to phylum level
physeq_totalreads = tax_glom(physeq_summed, taxrank="Phylum", NArm=TRUE)
Phyla_Reads = data.frame(Phyla = tax_table(physeq_totalreads)[,2], 
                         Reads = rowSums(otu_table(physeq_totalreads)))
#TO-DO: figure out how to set this up with future or callr

#Create list of identified species
species = unique(data_amp$tax$Species)
species = remove_NCBInums(species)
species = species[species != ""]
species = sub("_", "-", species) #to address Pseudo_nitzchia error


#Standardize species names against GBIF backbone
species_GBIF = name_backbone_checklist(species)
species_standardized = species_GBIF$species[!is.na(species_GBIF$species)]
species_both = species_GBIF[c("species", "verbatim_name")]


##Core GBIF checking function
distribution_check <- function(small_bound, big_bound, species, min_records, efficiency) {
  
  ##Function that checks GBIF given a particular geographic region
  boundary_function <- function(species, bounds) {
    no_data = c()
    confirmed = c()
    for (i in species) {
      print(i)
      occ = occ(query = i, geometry = bounds, from = 'gbif', limit = min_records, has_coords = TRUE, gbifopts = list(hasGeospatialIssue = FALSE))
      occ.df = occ2df(occ)
      if (nrow(occ.df) >= min_records) {
        confirmed = append(confirmed, i)
      } else {
        no_data = append(no_data, i)
      }
    }
    return(list(no_data = no_data, confirmed = confirmed))
  }
  
  ##Function that checks GBIF to confirm whether a particular location is within the range of observations
  range_function <- function(species){
    CC.confirmed = c()
    CC.not_confirmed = c()
    CC.no_data = c() 
    limits = c(10, 100, 1000, 10000)
    
    for (i in species) {
      track = 0
      for (l in limits) {
        print(i)
        print (l)
        occ = occ(i, from = 'gbif', limit = l, has_coords = TRUE, gbifopts = list(hasGeospatialIssue = FALSE))
        occ.df = occ2df(occ)
        if (nrow(occ.df) < min_records) {
          CC.no_data = append(CC.no_data, i)
          print("no data")
          track = 1
          break
        }
        bb_occ = sp::bbox(cbind(occ.df$longitude, occ.df$latitude))
        if (bb_occ['x', 'min'] < small_bound[1] & bb_occ['x', 'max'] >small_bound[1] & bb_occ['y', 'min'] <small_bound[4] & bb_occ['y', 'max'] >small_bound[4]) {
          CC.confirmed = append(CC.confirmed, i)
          print("confirmed")
          track = 1
          break
        }
        if(nrow(occ.df) < l) {
          CC.not_confirmed = append(CC.not_confirmed, i)
          print("not confirmed")
          track = 1
          break
        } 
      }
      if(track == 0) {
        CC.not_confirmed = append(CC.not_confirmed, i)
        print("not confirmed")
      }
    }
    return(list(no_data = CC.no_data, not_confirmed = CC.not_confirmed, confirmed = CC.confirmed))
  }
  
  
  #Actual Steps
  PP = boundary_function(species, small_bound)
  
  if(efficiency == TRUE) {
    CC = boundary_function(PP[["no_data"]], big_bound)
  } else {
    CC = boundary_function(species, big_bound)
  }
  
  if(efficiency == TRUE) {
    range_confirmed = range_function(CC[["confirmed"]])
    range_unconfirmed = range_function(CC[["not_confirmed"]])
    return(list(PP, CC, range_confirmed, range_unconfirmed))
  } else {
    range = range_function(species)
    return(list(PP, CC, range))
  }
}



#Get the California Current System shape

CC_shape = mr_features_get(type = "MarineRegions:lme", featureID = "lme.10", format = "json")

#check that it's the right polygon
class(CC_shape) <- "mr_geojson"
CC_shape = mr_as_wkt(CC_shape)
## Registered S3 method overwritten by 'geojsonsf':
##   method        from   
##   print.geojson geojson
pnt <- st_as_sfc(CC_shape, crs = 4326)
mapview(pnt)
#Simplify the polygon for use with GBIF
test = st_transform(pnt, crs = '+proj=aeqd +lat_0=53.6 +lon_0=12.7')
mapview(test)
test1 = st_simplify(test, preserveTopology = FALSE, dTolerance=10000)
test1 = st_transform(test1, crs = 4326)
mapview(test1)
#Simplify into a box for use with GBIF function
CC_shape = wkt2bbox(CC_shape)
CC_shape = c(CC_shape$min_x, CC_shape$min_y, CC_shape$max_x, CC_shape$max_y)



distribution = distribution_check(c(-122.50, 37.49, -122.49, 37.50), test1, species_standardized, 5, FALSE)
## [1] "Mazzaella splendens"
## [1] "Nusuttodinium poecilochroum"
## [1] "Protohyale frequens"
## [1] "Scorpaenichthys marmoratus"
## [1] "Pugettia producta"
## [1] "Aglaophenia struthionides"
## [1] "Bossiella frondescens"
## [1] "Bossiella orbigniana"
## [1] "Micromonas pusilla"
## [1] "Corallina confusa"
## [1] "Leathesia difformis"
## [1] "Bossiella hakaiensis"
## [1] "Acrochaetium plumosum"
## [1] "Naineris dendritica"
## [1] "Calliarthron tuberculosum"
## [1] "Smithora naiadum"
## [1] "Mazzaella flaccida"
## [1] "Gelidium coulteri"
## [1] "Cebidichthys violaceus"
## [1] "Chondracanthus canaliculatus"
## [1] "Bossiella plumosa"
## [1] "Peyssonnelia rosenvingei"
## [1] "Pseudochattonella verruculosa"
## [1] "Strongylocentrotus purpuratus"
## [1] "Doryteuthis opalescens"
## [1] "Ophlitaspongia papilla"
## [1] "Tubulanus sexlineatus"
## [1] "Emiliania huxleyi"
## [1] "Neogastroclonium subarticulatum"
## [1] "Platynereis bicanaliculata"
## [1] "Bossiella reptans"
## [1] "Rhodophysema lundii"
## [1] "Phascolosoma agassizii"
## [1] "Mopalia muscosa"
## [1] "Parallorchestes cowani"
## [1] "Prionitis lanceolata"
## [1] "Nereis vexillosa"
## [1] "Myrionema balticum"
## [1] "Myriotrichia claviformis"
## [1] "Callithamnion pikeanum"
## [1] "Corallina vancouveriensis"
## [1] "Halichondria panicea"
## [1] "Anthopleura elegantissima"
## [1] "Romaleon antennarium"
## [1] "Neorhodomela larix"
## [1] "Mazzaella minima"
## [1] "Chondracanthus exasperatus"
## [1] "Savoiea robusta"
## [1] "Gibbonsia metzi"
## [1] "Microspongium stilophorae"
## [1] "Osmundea spectabilis"
## [1] "Naineris dendritica"
## [1] "Hemimycale columella"
## [1] "Amphipentas alternans"
## [1] "Ascidia ahodori"
## [1] "Mazzaella oregona"
## [1] "Cancer productus"
## [1] "Aureococcus anophagefferens"
## [1] "Littorina plena"
## [1] "Paracalliopiella pratti"
## [1] "Leptasterias aequalis"
## [1] "Heterocapsa rotundata"
## [1] "Coryne eximia"
## [1] "Cochlodinium polykrikoides"
## [1] "Girella nigricans"
## [1] "Syllis alternata"
## [1] "Chthamalus dalli"
## [1] "Hecatonema terminale"
## [1] "Jassa staudei"
## [1] "Crepidula perforans"
## [1] "Pagurus hirsutiusculus"
## [1] "Cylindrotheca closterium"
## [1] "Acartia tonsa"
## [1] "Phaeocystis globosa"
## [1] "Gelidium robustum"
## [1] "Cyanoplax dentiens"
## [1] "Themiste dyscrita"
## [1] "Haplogloia andersonii"
## [1] "Callophyllis edentata"
## [1] "Tegula funebralis"
## [1] "Clinocottus analis"
## [1] "Pseudo-nitzschia hasleana"
## [1] "Halosydna brevisetosa"
## [1] "Kirchenpaueria pinnata"
## [1] "Chloropicon laureae"
## [1] "Canis lupus"
## [1] "Pseudocnus curatus"
## [1] "Bossiella orbigniana"
## [1] "Polycirrus californicus"
## [1] "Adula californiensis"
## [1] "Rhopalosiphum padi"
## [1] "Rhodophysema lundii"
## [1] "Lottia paradigitalis"
## [1] "Bossiella montereyensis"
## [1] "Pagurus granosimanus"
## [1] "Bossiella frondifera"
## [1] "Scinaia confusa"
## [1] "Dictyocha speculum"
## [1] "Hexagrammos decagrammus"
## [1] "Pseudochattonella farcimen"
## [1] "Pikea californica"
## [1] "Mycale acerata"
## [1] "Orthopyxis everta"
## [1] "Prionitis sternbergii"
## [1] "Gibbonsia montereyensis"
## [1] "Xingyurella xingyuarum"
## [1] "Pisaster ochraceus"
## [1] "Lumbrineris japonica"
## [1] "Cryptopleura ruprechtiana"
## [1] "Alia carinata"
## [1] "Myxilla incrustans"
## [1] "Polyneura latissima"
## [1] "Hecatonema terminale"
## [1] "Myrionema strangulans"
## [1] "Phyllochaetopterus prolifica"
## [1] "Protosuberites mereui"
## [1] "Chrysaora fuscescens"
## [1] "Amphinema dinema"
## [1] "Paranthus rapiformis"
## [1] "Boccardia proboscidea"
## [1] "Ischyrocerus anguipes"
## [1] "Plocamium pacificum"
## [1] "Margarites pupillus"
## [1] "Lissothuria nutriens"
## [1] "Sundstroemia setigera"
## [1] "Diopatra ornata"
## [1] "Microcladia borealis"
## [1] "Microcladia coulteri"
## [1] "Ditylum brightwellii"
## [1] "Eutrichosiphonia confusa"
## [1] "Schizobranchia insignis"
## [1] "Wildemania occidentalis"
## [1] "Aoroides intermedius"
## [1] "Syllis alternata"
## [1] "Corallina caespitosa"
## [1] "Patiria miniata"
## [1] "Micrometrus minimus"
## [1] "Chone magna"
## [1] "Guinardia striata"
## [1] "Salishia firma"
## [1] "Pontogeneia rostrata"
## [1] "Micrura verrilli"
## [1] "Grateloupia californica"
## [1] "Endocladia muricata"
## [1] "Cliona chilensis"
## [1] "Clathria unica"
## [1] "Doto amyra"
## [1] "Thelepus crispus"
## [1] "Hermissenda opalescens"
## [1] "Pollicipes polymerus"
## [1] "Mesocentrotus franciscanus"
## [1] "Oscarella carmela"
## [1] "Crepidula adunca"
## [1] "Mazzaella rosea"
## [1] "Mastocarpus californianus"
## [1] "Syllis pigmentata"
## [1] "Opisthosyllis leslieharrisae"
## [1] "Pelecanus occidentalis"
## [1] "Ophiodon elongatus"
## [1] "Lottia alveus"
## [1] "Tetraclita rubescens"
## [1] "Phoronis ijimai"
## [1] "Homo sapiens"
## [1] "Emplectonema viride"
## [1] "Sarcodiotheca furcata"
## [1] "Plakina jani"
## [1] "Acrochaetium moniliforme"
## [1] "Hexagrammos lagocephalus"
## [1] "Neosabellaria cementarium"
## [1] "Themiste pyroides"
## [1] "Phragmatopoma californica"
## [1] "Anisolpidium ectocarpi"
## [1] "Mastocarpus intermedius"
## [1] "Syllis elongata"
## [1] "Rathbunella hypoplecta"
## [1] "Tegula brunnea"
## [1] "Membranoptera platyphylla"
## [1] "Oncorhynchus tshawytscha"
## [1] "Colaconema daviesii"
## [1] "Atherinops affinis"
## [1] "Chthamalus fissus"
## [1] "Leathesia marina"
## [1] "Mycedium robokaki"
## [1] "Anoplarchus insignis"
## [1] "Hypomesus pretiosus"
## [1] "Nereis eakini"
## [1] "Corynactis californica"
## [1] "Petrolisthes eriomerus"
## [1] "Balanus crenatus"
## [1] "Xiphister atropurpureus"
## [1] "Lepidozona cooperi"
## [1] "Polysiphonia hendryi"
## [1] "Porphyra mumfordii"
## [1] "Acrochaetium catenulatum"
## [1] "Nucella emarginata"
## [1] "Cryptosiphonia woodii"
## [1] "Embiotoca lateralis"
## [1] "Oligocottus rubellio"
## [1] "Odonthalia floccosa"
## [1] "Spermatochnus paradoxus"
## [1] "Idotea urotoma"
## [1] "Heptacyclus buthi"
## [1] "Acrochaetium arcuatum"
## [1] "Syllis elongata"
## [1] "Rhodymenia californica"
## [1] "Ptilota subita"
## [1] "Rhodymenia pacifica"
## [1] "Laminariocolax aecidioides"
## [1] "Peltodoris nobilis"
## [1] "Oscarella pearsei"
## [1] "Pachycheles pubescens"
## [1] "Rhodymenia bamfieldensis"
## [1] "Neoamphitrite robusta"
## [1] "Pseudo-nitzschia cuspidata"
## [1] "Halosaccion americanum"
## [1] "Ectopleura marina"
## [1] "Oligocottus snyderi"
## [1] "Rhynchozoon tumulosum"
## [1] "Microtus californicus"
## [1] "Acromegalomma splendidum"
## [1] "Petrolisthes cinctipes"
## [1] "Cephalothrix simula"
## [1] "Gallus gallus"
## [1] "Leodice lucei"
## [1] "Amplisiphonia pacifica"
## [1] "Rhizosolenia delicatula"
## [1] "Orthopyxis integra"
## [1] "Petalonia fascia"
## [1] "Fibrocapsa japonica"
## [1] "Amonardia perturbata"
## [1] "Callophyllis pinnata"
## [1] "Odostomia tenuisculpta"
## [1] "Urechis caupo"
## [1] "Evadne nordmanni"
## [1] "Genyonemus lineatus"
## [1] "Pholoides asperus"
## [1] "Chone magna"
## [1] "Thalassiosira nordenskioeldii"
## [1] "Metridium senile"
## [1] "Clinocottus recalvus"
## [1] "Lophopanopeus bellus"
## [1] "Farlowia compressa"
## [1] "Nienburgia andersoniana"
## [1] "Lepidozona radians"
## [1] "Lacuna variegata"
## [1] "Proceraea okadai"
## [1] "Haliclona amboinensis"
## [1] "Sardinops sagax"
## [1] "Pseudo-nitzschia sabit"
## [1] "Traskorchestia traskiana"
## [1] "Triopha maculata"
## [1] "Aurelia labiata"
## [1] "Calliostoma ligatum"
## [1] "Ectocarpus siliculosus"
## [1] "Crepidula norrisiarum"
## [1] "Besa leptophylla"
## [1] "Egregia menziesii"
## [1] "Cephalothrix rufifrons"
## [1] "Atalodoris jannae"
## [1] "Schizymenia tenuis"
## [1] "Ahnfeltia fastigiata"
## [1] "Paleanotus bellis"
## [1] "Balanus glandula"
## [1] "Plocamionida tylotata"
## [1] "Proceraea nigropunctata"
## [1] "Paraphrosylus praedator"
## [1] "Hemipodia simplex"
## [1] "Acrochaetium catenulatum"
## [1] "Pachychalina tenera"
## [1] "Myxicola infundibulum"
## [1] "Cylindrocarpus rugosum"
## [1] "Celleporina ventricosa"
## [1] "Prorocentrum cordatum"
## [1] "Deroceras reticulatum"
## [1] "Amphissa reticulata"
## [1] "Felis silvestris"
## [1] "Tanystylum californicum"
## [1] "Coelopa vanduzeei"
## [1] "Harmothoe imbricata"
## [1] "Phalacrocorax penicillatus"
## [1] "Oligocottus maculosus"
## [1] "Glycera robusta"
## [1] "Schistomeringos longicornis"
## [1] "Aporrectodea caliginosa"
## [1] "Symphyocladiella rosea"
## [1] "Nuttallina californica"
## [1] "Schimmelmannia plumosa"
## [1] "Phycodrys isabellae"
## [1] "Pachygrapsus crassipes"
## [1] "Rhodonematella subimmersa"
## [1] "Tonicella lineata"
## [1] "Mastocarpus papillatus"
## [1] "Ophiopteris papillosa"
## [1] "Lottia scutum"
## [1] "Chrysaora colorata"
## [1] "Myxicola aesthetica"
## [1] "Rostanga pulchra"
## [1] "Hymenena kylinii"
## [1] "Oxylebius pictus"
## [1] "Mitrocoma cellularia"
## [1] "Pisaster giganteus"
## [1] "Callithamnion rupicolum"
## [1] "Bradabyssa villosa"
## [1] "Callophyllis variegata"
## [1] "Discorsopagurus schmitti"
## [1] "Rhodotorula mucilaginosa"
## [1] "Hermissenda crassicornis"
## [1] "Phacellophora camtschatica"
## [1] "Dendraster excentricus"
## [1] "Polycystis hamata"
## [1] "Bipolaris sorokiniana"
## [1] "Nitzschia traheaformis"
## [1] "Campanularia volubilis"
## [1] "Eupolymnia heterobranchia"
## [1] "Bangia fuscopurpurea"
## [1] "Mopalia spectabilis"
## [1] "Megaselia rufipes"
## [1] "Prionitis filiformis"
## [1] "Xiphister mucosus"
## [1] "Aaptos nuda"
## [1] "Glycera americana"
## [1] "Chaetoceros tenuissimus"
## [1] "Pandalus danae"
## [1] "Nucella ostrina"
## [1] "Laminaria setchellii"
## [1] "Ophiopholis kennerlyi"
## [1] "Liparis mucosus"
## [1] "Schizymenia dubyi"
## [1] "Eudistoma psammion"
## [1] "Ampithoe sectimana"
## [1] "Microspongium alariae"
## [1] "Chloropicon roscoffensis"
## [1] "Sigmaxinella hipposiderus"
## [1] "Ammothea hilgendorfi"
## [1] "Eulalia aviculiseta"
## [1] "Pugettia richii"
## [1] "Clytia gregaria"
## [1] "Cucumaria piperata"
## [1] "Carcinonemertes errans"
## [1] "Limacia cockerelli"
## [1] "Beringraja binoculata"
## [1] "Halisarca desqueyrouxae"
## [1] "Armandia brevis"
## [1] "Doris montereyensis"
## [1] "Calocalanus tenuis"
## [1] "Dactylosiphon bullosus"
## [1] "Cladocroce burapha"
## [1] "Gobiesox maeandricus"
## [1] "Dendronotus subramosus"
## [1] "Hemigrapsus nudus"
## [1] "Neoporphyra perforata"
## [1] "Skeletonema dohrnii"
## [1] "Corynoneura arctica"
## [1] "Pikea pinnata"
## [1] "Stenogramma californicum"
## [1] "Balanus nubilus"
## [1] "Scleroplax franciscana"
## [1] "Semibalanus cariosus"
## [1] "Erythrophyllum delesserioides"
## [1] "Bothragonus swanii"
## [1] "Aporrectodea caliginosa"
## [1] "Ozophora clevelandi"
## [1] "Acanthodoris rhodoceras"
## [1] "Herposiphonia plumula"
## [1] "Mopalia ferreirai"
## [1] "Halichondria coerulea"
## [1] "Halicnemia gallica"
## [1] "Neoptilota densa"
## [1] "Pectinaria californiensis"
## [1] "Kellia suborbicularis"
## [1] "Vexillifera kereti"
## [1] "Laminaria sinclairii"
## [1] "Obelia dichotoma"
## [1] "Euchlanis dilatata"
## [1] "Ramalina intermedia"
## [1] "Aeolidia papillosa"
## [1] "Axiothella rubrocincta"
## [1] "Apohyale anceps"
## [1] "Quasitetrastemma nigrifrons"
## [1] "Pisaster brevispinus"
## [1] "Scleroplax faba"
## [1] "Paralia sulcata"
## [1] "Proboscidactyla flavicirrata"
## [1] "Farlowia conferta"
## [1] "Neoporphyra haitanensis"
## [1] "Parmotrema stuppeum"
## [1] "Coryphella trilineata"
## [1] "Leucocryptos marina"
## [1] "Ceratostoma foliatum"
## [1] "Heterosigma akashiwo"
## [1] "Fredericqia chiton"
## [1] "Callophyllis schneideri"
## [1] "Dermasterias imbricata"
## [1] "Anoplarchus purpurescens"
## [1] "Eurydice longiantennata"
## [1] "Mazzaella splendens"
## [1] "Nusuttodinium poecilochroum"
## [1] "Protohyale frequens"
## [1] "Scorpaenichthys marmoratus"
## [1] "Pugettia producta"
## [1] "Aglaophenia struthionides"
## [1] "Bossiella frondescens"
## [1] "Bossiella orbigniana"
## [1] "Micromonas pusilla"
## [1] "Corallina confusa"
## [1] "Leathesia difformis"
## [1] "Bossiella hakaiensis"
## [1] "Acrochaetium plumosum"
## [1] "Naineris dendritica"
## [1] "Calliarthron tuberculosum"
## [1] "Smithora naiadum"
## [1] "Mazzaella flaccida"
## [1] "Gelidium coulteri"
## [1] "Cebidichthys violaceus"
## [1] "Chondracanthus canaliculatus"
## [1] "Bossiella plumosa"
## [1] "Peyssonnelia rosenvingei"
## [1] "Pseudochattonella verruculosa"
## [1] "Strongylocentrotus purpuratus"
## [1] "Doryteuthis opalescens"
## [1] "Ophlitaspongia papilla"
## [1] "Tubulanus sexlineatus"
## [1] "Emiliania huxleyi"
## [1] "Neogastroclonium subarticulatum"
## [1] "Platynereis bicanaliculata"
## [1] "Bossiella reptans"
## [1] "Rhodophysema lundii"
## [1] "Phascolosoma agassizii"
## [1] "Mopalia muscosa"
## [1] "Parallorchestes cowani"
## [1] "Prionitis lanceolata"
## [1] "Nereis vexillosa"
## [1] "Myrionema balticum"
## [1] "Myriotrichia claviformis"
## [1] "Callithamnion pikeanum"
## [1] "Corallina vancouveriensis"
## [1] "Halichondria panicea"
## [1] "Anthopleura elegantissima"
## [1] "Romaleon antennarium"
## [1] "Neorhodomela larix"
## [1] "Mazzaella minima"
## [1] "Chondracanthus exasperatus"
## [1] "Savoiea robusta"
## [1] "Gibbonsia metzi"
## [1] "Microspongium stilophorae"
## [1] "Osmundea spectabilis"
## [1] "Naineris dendritica"
## [1] "Hemimycale columella"
## [1] "Amphipentas alternans"
## [1] "Ascidia ahodori"
## [1] "Mazzaella oregona"
## [1] "Cancer productus"
## [1] "Aureococcus anophagefferens"
## [1] "Littorina plena"
## [1] "Paracalliopiella pratti"
## [1] "Leptasterias aequalis"
## [1] "Heterocapsa rotundata"
## [1] "Coryne eximia"
## [1] "Cochlodinium polykrikoides"
## [1] "Girella nigricans"
## [1] "Syllis alternata"
## [1] "Chthamalus dalli"
## [1] "Hecatonema terminale"
## [1] "Jassa staudei"
## [1] "Crepidula perforans"
## [1] "Pagurus hirsutiusculus"
## [1] "Cylindrotheca closterium"
## [1] "Acartia tonsa"
## [1] "Phaeocystis globosa"
## [1] "Gelidium robustum"
## [1] "Cyanoplax dentiens"
## [1] "Themiste dyscrita"
## [1] "Haplogloia andersonii"
## [1] "Callophyllis edentata"
## [1] "Tegula funebralis"
## [1] "Clinocottus analis"
## [1] "Pseudo-nitzschia hasleana"
## [1] "Halosydna brevisetosa"
## [1] "Kirchenpaueria pinnata"
## [1] "Chloropicon laureae"
## [1] "Canis lupus"
## [1] "Pseudocnus curatus"
## [1] "Bossiella orbigniana"
## [1] "Polycirrus californicus"
## [1] "Adula californiensis"
## [1] "Rhopalosiphum padi"
## [1] "Rhodophysema lundii"
## [1] "Lottia paradigitalis"
## [1] "Bossiella montereyensis"
## [1] "Pagurus granosimanus"
## [1] "Bossiella frondifera"
## [1] "Scinaia confusa"
## [1] "Dictyocha speculum"
## [1] "Hexagrammos decagrammus"
## [1] "Pseudochattonella farcimen"
## [1] "Pikea californica"
## [1] "Mycale acerata"
## [1] "Orthopyxis everta"
## [1] "Prionitis sternbergii"
## [1] "Gibbonsia montereyensis"
## [1] "Xingyurella xingyuarum"
## [1] "Pisaster ochraceus"
## [1] "Lumbrineris japonica"
## [1] "Cryptopleura ruprechtiana"
## [1] "Alia carinata"
## [1] "Myxilla incrustans"
## [1] "Polyneura latissima"
## [1] "Hecatonema terminale"
## [1] "Myrionema strangulans"
## [1] "Phyllochaetopterus prolifica"
## [1] "Protosuberites mereui"
## [1] "Chrysaora fuscescens"
## [1] "Amphinema dinema"
## [1] "Paranthus rapiformis"
## [1] "Boccardia proboscidea"
## [1] "Ischyrocerus anguipes"
## [1] "Plocamium pacificum"
## [1] "Margarites pupillus"
## [1] "Lissothuria nutriens"
## [1] "Sundstroemia setigera"
## [1] "Diopatra ornata"
## [1] "Microcladia borealis"
## [1] "Microcladia coulteri"
## [1] "Ditylum brightwellii"
## [1] "Eutrichosiphonia confusa"
## [1] "Schizobranchia insignis"
## [1] "Wildemania occidentalis"
## [1] "Aoroides intermedius"
## [1] "Syllis alternata"
## [1] "Corallina caespitosa"
## [1] "Patiria miniata"
## [1] "Micrometrus minimus"
## [1] "Chone magna"
## [1] "Guinardia striata"
## [1] "Salishia firma"
## [1] "Pontogeneia rostrata"
## [1] "Micrura verrilli"
## [1] "Grateloupia californica"
## [1] "Endocladia muricata"
## [1] "Cliona chilensis"
## [1] "Clathria unica"
## [1] "Doto amyra"
## [1] "Thelepus crispus"
## [1] "Hermissenda opalescens"
## [1] "Pollicipes polymerus"
## [1] "Mesocentrotus franciscanus"
## [1] "Oscarella carmela"
## [1] "Crepidula adunca"
## [1] "Mazzaella rosea"
## [1] "Mastocarpus californianus"
## [1] "Syllis pigmentata"
## [1] "Opisthosyllis leslieharrisae"
## [1] "Pelecanus occidentalis"
## [1] "Ophiodon elongatus"
## [1] "Lottia alveus"
## [1] "Tetraclita rubescens"
## [1] "Phoronis ijimai"
## [1] "Homo sapiens"
## [1] "Emplectonema viride"
## [1] "Sarcodiotheca furcata"
## [1] "Plakina jani"
## [1] "Acrochaetium moniliforme"
## [1] "Hexagrammos lagocephalus"
## [1] "Neosabellaria cementarium"
## [1] "Themiste pyroides"
## [1] "Phragmatopoma californica"
## [1] "Anisolpidium ectocarpi"
## [1] "Mastocarpus intermedius"
## [1] "Syllis elongata"
## [1] "Rathbunella hypoplecta"
## [1] "Tegula brunnea"
## [1] "Membranoptera platyphylla"
## [1] "Oncorhynchus tshawytscha"
## [1] "Colaconema daviesii"
## [1] "Atherinops affinis"
## [1] "Chthamalus fissus"
## [1] "Leathesia marina"
## [1] "Mycedium robokaki"
## [1] "Anoplarchus insignis"
## [1] "Hypomesus pretiosus"
## [1] "Nereis eakini"
## [1] "Corynactis californica"
## [1] "Petrolisthes eriomerus"
## [1] "Balanus crenatus"
## [1] "Xiphister atropurpureus"
## [1] "Lepidozona cooperi"
## [1] "Polysiphonia hendryi"
## [1] "Porphyra mumfordii"
## [1] "Acrochaetium catenulatum"
## [1] "Nucella emarginata"
## [1] "Cryptosiphonia woodii"
## [1] "Embiotoca lateralis"
## [1] "Oligocottus rubellio"
## [1] "Odonthalia floccosa"
## [1] "Spermatochnus paradoxus"
## [1] "Idotea urotoma"
## [1] "Heptacyclus buthi"
## [1] "Acrochaetium arcuatum"
## [1] "Syllis elongata"
## [1] "Rhodymenia californica"
## [1] "Ptilota subita"
## [1] "Rhodymenia pacifica"
## [1] "Laminariocolax aecidioides"
## [1] "Peltodoris nobilis"
## [1] "Oscarella pearsei"
## [1] "Pachycheles pubescens"
## [1] "Rhodymenia bamfieldensis"
## [1] "Neoamphitrite robusta"
## [1] "Pseudo-nitzschia cuspidata"
## [1] "Halosaccion americanum"
## [1] "Ectopleura marina"
## [1] "Oligocottus snyderi"
## [1] "Rhynchozoon tumulosum"
## [1] "Microtus californicus"
## [1] "Acromegalomma splendidum"
## [1] "Petrolisthes cinctipes"
## [1] "Cephalothrix simula"
## [1] "Gallus gallus"
## [1] "Leodice lucei"
## [1] "Amplisiphonia pacifica"
## [1] "Rhizosolenia delicatula"
## [1] "Orthopyxis integra"
## [1] "Petalonia fascia"
## [1] "Fibrocapsa japonica"
## [1] "Amonardia perturbata"
## [1] "Callophyllis pinnata"
## [1] "Odostomia tenuisculpta"
## [1] "Urechis caupo"
## [1] "Evadne nordmanni"
## [1] "Genyonemus lineatus"
## [1] "Pholoides asperus"
## [1] "Chone magna"
## [1] "Thalassiosira nordenskioeldii"
## [1] "Metridium senile"
## [1] "Clinocottus recalvus"
## [1] "Lophopanopeus bellus"
## [1] "Farlowia compressa"
## [1] "Nienburgia andersoniana"
## [1] "Lepidozona radians"
## [1] "Lacuna variegata"
## [1] "Proceraea okadai"
## [1] "Haliclona amboinensis"
## [1] "Sardinops sagax"
## [1] "Pseudo-nitzschia sabit"
## [1] "Traskorchestia traskiana"
## [1] "Triopha maculata"
## [1] "Aurelia labiata"
## [1] "Calliostoma ligatum"
## [1] "Ectocarpus siliculosus"
## [1] "Crepidula norrisiarum"
## [1] "Besa leptophylla"
## [1] "Egregia menziesii"
## [1] "Cephalothrix rufifrons"
## [1] "Atalodoris jannae"
## [1] "Schizymenia tenuis"
## [1] "Ahnfeltia fastigiata"
## [1] "Paleanotus bellis"
## [1] "Balanus glandula"
## [1] "Plocamionida tylotata"
## [1] "Proceraea nigropunctata"
## [1] "Paraphrosylus praedator"
## [1] "Hemipodia simplex"
## [1] "Acrochaetium catenulatum"
## [1] "Pachychalina tenera"
## [1] "Myxicola infundibulum"
## [1] "Cylindrocarpus rugosum"
## [1] "Celleporina ventricosa"
## [1] "Prorocentrum cordatum"
## [1] "Deroceras reticulatum"
## [1] "Amphissa reticulata"
## [1] "Felis silvestris"
## [1] "Tanystylum californicum"
## [1] "Coelopa vanduzeei"
## [1] "Harmothoe imbricata"
## [1] "Phalacrocorax penicillatus"
## [1] "Oligocottus maculosus"
## [1] "Glycera robusta"
## [1] "Schistomeringos longicornis"
## [1] "Aporrectodea caliginosa"
## [1] "Symphyocladiella rosea"
## [1] "Nuttallina californica"
## [1] "Schimmelmannia plumosa"
## [1] "Phycodrys isabellae"
## [1] "Pachygrapsus crassipes"
## [1] "Rhodonematella subimmersa"
## [1] "Tonicella lineata"
## [1] "Mastocarpus papillatus"
## [1] "Ophiopteris papillosa"
## [1] "Lottia scutum"
## [1] "Chrysaora colorata"
## [1] "Myxicola aesthetica"
## [1] "Rostanga pulchra"
## [1] "Hymenena kylinii"
## [1] "Oxylebius pictus"
## [1] "Mitrocoma cellularia"
## [1] "Pisaster giganteus"
## [1] "Callithamnion rupicolum"
## [1] "Bradabyssa villosa"
## [1] "Callophyllis variegata"
## [1] "Discorsopagurus schmitti"
## [1] "Rhodotorula mucilaginosa"
## [1] "Hermissenda crassicornis"
## [1] "Phacellophora camtschatica"
## [1] "Dendraster excentricus"
## [1] "Polycystis hamata"
## [1] "Bipolaris sorokiniana"
## [1] "Nitzschia traheaformis"
## [1] "Campanularia volubilis"
## [1] "Eupolymnia heterobranchia"
## [1] "Bangia fuscopurpurea"
## [1] "Mopalia spectabilis"
## [1] "Megaselia rufipes"
## [1] "Prionitis filiformis"
## [1] "Xiphister mucosus"
## [1] "Aaptos nuda"
## [1] "Glycera americana"
## [1] "Chaetoceros tenuissimus"
## [1] "Pandalus danae"
## [1] "Nucella ostrina"
## [1] "Laminaria setchellii"
## [1] "Ophiopholis kennerlyi"
## [1] "Liparis mucosus"
## [1] "Schizymenia dubyi"
## [1] "Eudistoma psammion"
## [1] "Ampithoe sectimana"
## [1] "Microspongium alariae"
## [1] "Chloropicon roscoffensis"
## [1] "Sigmaxinella hipposiderus"
## [1] "Ammothea hilgendorfi"
## [1] "Eulalia aviculiseta"
## [1] "Pugettia richii"
## [1] "Clytia gregaria"
## [1] "Cucumaria piperata"
## [1] "Carcinonemertes errans"
## [1] "Limacia cockerelli"
## [1] "Beringraja binoculata"
## [1] "Halisarca desqueyrouxae"
## [1] "Armandia brevis"
## [1] "Doris montereyensis"
## [1] "Calocalanus tenuis"
## [1] "Dactylosiphon bullosus"
## [1] "Cladocroce burapha"
## [1] "Gobiesox maeandricus"
## [1] "Dendronotus subramosus"
## [1] "Hemigrapsus nudus"
## [1] "Neoporphyra perforata"
## [1] "Skeletonema dohrnii"
## [1] "Corynoneura arctica"
## [1] "Pikea pinnata"
## [1] "Stenogramma californicum"
## [1] "Balanus nubilus"
## [1] "Scleroplax franciscana"
## [1] "Semibalanus cariosus"
## [1] "Erythrophyllum delesserioides"
## [1] "Bothragonus swanii"
## [1] "Aporrectodea caliginosa"
## [1] "Ozophora clevelandi"
## [1] "Acanthodoris rhodoceras"
## [1] "Herposiphonia plumula"
## [1] "Mopalia ferreirai"
## [1] "Halichondria coerulea"
## [1] "Halicnemia gallica"
## [1] "Neoptilota densa"
## [1] "Pectinaria californiensis"
## [1] "Kellia suborbicularis"
## [1] "Vexillifera kereti"
## [1] "Laminaria sinclairii"
## [1] "Obelia dichotoma"
## [1] "Euchlanis dilatata"
## [1] "Ramalina intermedia"
## [1] "Aeolidia papillosa"
## [1] "Axiothella rubrocincta"
## [1] "Apohyale anceps"
## [1] "Quasitetrastemma nigrifrons"
## [1] "Pisaster brevispinus"
## [1] "Scleroplax faba"
## [1] "Paralia sulcata"
## [1] "Proboscidactyla flavicirrata"
## [1] "Farlowia conferta"
## [1] "Neoporphyra haitanensis"
## [1] "Parmotrema stuppeum"
## [1] "Coryphella trilineata"
## [1] "Leucocryptos marina"
## [1] "Ceratostoma foliatum"
## [1] "Heterosigma akashiwo"
## [1] "Fredericqia chiton"
## [1] "Callophyllis schneideri"
## [1] "Dermasterias imbricata"
## [1] "Anoplarchus purpurescens"
## [1] "Eurydice longiantennata"
## [1] "Mazzaella splendens"
## [1] 10
## [1] "confirmed"
## [1] "Nusuttodinium poecilochroum"
## [1] 10
## [1] "confirmed"
## [1] "Protohyale frequens"
## [1] 10
## [1] "Protohyale frequens"
## [1] 100
## [1] "confirmed"
## [1] "Scorpaenichthys marmoratus"
## [1] 10
## [1] "confirmed"
## [1] "Pugettia producta"
## [1] 10
## [1] "confirmed"
## [1] "Aglaophenia struthionides"
## [1] 10
## [1] "confirmed"
## [1] "Bossiella frondescens"
## [1] 10
## [1] "Bossiella frondescens"
## [1] 100
## [1] "confirmed"
## [1] "Bossiella orbigniana"
## [1] 10
## [1] "Bossiella orbigniana"
## [1] 100
## [1] "confirmed"
## [1] "Micromonas pusilla"
## [1] 10
## [1] "Micromonas pusilla"
## [1] 100
## [1] "Micromonas pusilla"
## [1] 1000
## [1] "confirmed"
## [1] "Corallina confusa"
## [1] 10
## [1] "Corallina confusa"
## [1] 100
## [1] "Corallina confusa"
## [1] 1000
## [1] "not confirmed"
## [1] "Leathesia difformis"
## [1] 10
## [1] "Leathesia difformis"
## [1] 100
## [1] "Leathesia difformis"
## [1] 1000
## [1] "confirmed"
## [1] "Bossiella hakaiensis"
## [1] 10
## [1] "Bossiella hakaiensis"
## [1] 100
## [1] "not confirmed"
## [1] "Acrochaetium plumosum"
## [1] 10
## [1] "confirmed"
## [1] "Naineris dendritica"
## [1] 10
## [1] "confirmed"
## [1] "Calliarthron tuberculosum"
## [1] 10
## [1] "confirmed"
## [1] "Smithora naiadum"
## [1] 10
## [1] "confirmed"
## [1] "Mazzaella flaccida"
## [1] 10
## [1] "confirmed"
## [1] "Gelidium coulteri"
## [1] 10
## [1] "confirmed"
## [1] "Cebidichthys violaceus"
## [1] 10
## [1] "confirmed"
## [1] "Chondracanthus canaliculatus"
## [1] 10
## [1] "Chondracanthus canaliculatus"
## [1] 100
## [1] "confirmed"
## [1] "Bossiella plumosa"
## [1] 10
## [1] "confirmed"
## [1] "Peyssonnelia rosenvingei"
## [1] 10
## [1] "Peyssonnelia rosenvingei"
## [1] 100
## [1] "confirmed"
## [1] "Pseudochattonella verruculosa"
## [1] 10
## [1] "Pseudochattonella verruculosa"
## [1] 100
## [1] "confirmed"
## [1] "Strongylocentrotus purpuratus"
## [1] 10
## [1] "confirmed"
## [1] "Doryteuthis opalescens"
## [1] 10
## [1] "confirmed"
## [1] "Ophlitaspongia papilla"
## [1] 10
## [1] "Ophlitaspongia papilla"
## [1] 100
## [1] "Ophlitaspongia papilla"
## [1] 1000
## [1] "not confirmed"
## [1] "Tubulanus sexlineatus"
## [1] 10
## [1] "confirmed"
## [1] "Emiliania huxleyi"
## [1] 10
## [1] "Emiliania huxleyi"
## [1] 100
## [1] "Emiliania huxleyi"
## [1] 1000
## [1] "Emiliania huxleyi"
## [1] 10000
## [1] "confirmed"
## [1] "Neogastroclonium subarticulatum"
## [1] 10
## [1] "Neogastroclonium subarticulatum"
## [1] 100
## [1] "confirmed"
## [1] "Platynereis bicanaliculata"
## [1] 10
## [1] "confirmed"
## [1] "Bossiella reptans"
## [1] 10
## [1] "Bossiella reptans"
## [1] 100
## [1] "not confirmed"
## [1] "Rhodophysema lundii"
## [1] 10
## [1] "Rhodophysema lundii"
## [1] 100
## [1] "not confirmed"
## [1] "Phascolosoma agassizii"
## [1] 10
## [1] "confirmed"
## [1] "Mopalia muscosa"
## [1] 10
## [1] "confirmed"
## [1] "Parallorchestes cowani"
## [1] 10
## [1] "Parallorchestes cowani"
## [1] 100
## [1] "not confirmed"
## [1] "Prionitis lanceolata"
## [1] 10
## [1] "confirmed"
## [1] "Nereis vexillosa"
## [1] 10
## [1] "confirmed"
## [1] "Myrionema balticum"
## [1] 10
## [1] "confirmed"
## [1] "Myriotrichia claviformis"
## [1] 10
## [1] "Myriotrichia claviformis"
## [1] 100
## [1] "not confirmed"
## [1] "Callithamnion pikeanum"
## [1] 10
## [1] "confirmed"
## [1] "Corallina vancouveriensis"
## [1] 10
## [1] "confirmed"
## [1] "Halichondria panicea"
## [1] 10
## [1] "Halichondria panicea"
## [1] 100
## [1] "confirmed"
## [1] "Anthopleura elegantissima"
## [1] 10
## [1] "confirmed"
## [1] "Romaleon antennarium"
## [1] 10
## [1] "confirmed"
## [1] "Neorhodomela larix"
## [1] 10
## [1] "confirmed"
## [1] "Mazzaella minima"
## [1] 10
## [1] "Mazzaella minima"
## [1] 100
## [1] "not confirmed"
## [1] "Chondracanthus exasperatus"
## [1] 10
## [1] "Chondracanthus exasperatus"
## [1] 100
## [1] "confirmed"
## [1] "Savoiea robusta"
## [1] 10
## [1] "Savoiea robusta"
## [1] 100
## [1] "confirmed"
## [1] "Gibbonsia metzi"
## [1] 10
## [1] "confirmed"
## [1] "Microspongium stilophorae"
## [1] 10
## [1] "not confirmed"
## [1] "Osmundea spectabilis"
## [1] 10
## [1] "confirmed"
## [1] "Naineris dendritica"
## [1] 10
## [1] "confirmed"
## [1] "Hemimycale columella"
## [1] 10
## [1] "Hemimycale columella"
## [1] 100
## [1] "Hemimycale columella"
## [1] 1000
## [1] "Hemimycale columella"
## [1] 10000
## [1] "not confirmed"
## [1] "Amphipentas alternans"
## [1] 10
## [1] "Amphipentas alternans"
## [1] 100
## [1] "Amphipentas alternans"
## [1] 1000
## [1] "confirmed"
## [1] "Ascidia ahodori"
## [1] 10
## [1] "no data"
## [1] "Mazzaella oregona"
## [1] 10
## [1] "confirmed"
## [1] "Cancer productus"
## [1] 10
## [1] "Cancer productus"
## [1] 100
## [1] "confirmed"
## [1] "Aureococcus anophagefferens"
## [1] 10
## [1] "Aureococcus anophagefferens"
## [1] 100
## [1] "Aureococcus anophagefferens"
## [1] 1000
## [1] "confirmed"
## [1] "Littorina plena"
## [1] 10
## [1] "confirmed"
## [1] "Paracalliopiella pratti"
## [1] 10
## [1] "Paracalliopiella pratti"
## [1] 100
## [1] "not confirmed"
## [1] "Leptasterias aequalis"
## [1] 10
## [1] "confirmed"
## [1] "Heterocapsa rotundata"
## [1] 10
## [1] "Heterocapsa rotundata"
## [1] 100
## [1] "Heterocapsa rotundata"
## [1] 1000
## [1] "Heterocapsa rotundata"
## [1] 10000
## [1] "confirmed"
## [1] "Coryne eximia"
## [1] 10
## [1] "Coryne eximia"
## [1] 100
## [1] "confirmed"
## [1] "Cochlodinium polykrikoides"
## [1] 10
## [1] "Cochlodinium polykrikoides"
## [1] 100
## [1] "Cochlodinium polykrikoides"
## [1] 1000
## [1] "confirmed"
## [1] "Girella nigricans"
## [1] 10
## [1] "Girella nigricans"
## [1] 100
## [1] "Girella nigricans"
## [1] 1000
## [1] "confirmed"
## [1] "Syllis alternata"
## [1] 10
## [1] "confirmed"
## [1] "Chthamalus dalli"
## [1] 10
## [1] "confirmed"
## [1] "Hecatonema terminale"
## [1] 10
## [1] "Hecatonema terminale"
## [1] 100
## [1] "confirmed"
## [1] "Jassa staudei"
## [1] 10
## [1] "Jassa staudei"
## [1] 100
## [1] "not confirmed"
## [1] "Crepidula perforans"
## [1] 10
## [1] "confirmed"
## [1] "Pagurus hirsutiusculus"
## [1] 10
## [1] "Pagurus hirsutiusculus"
## [1] 100
## [1] "confirmed"
## [1] "Cylindrotheca closterium"
## [1] 10
## [1] "Cylindrotheca closterium"
## [1] 100
## [1] "Cylindrotheca closterium"
## [1] 1000
## [1] "confirmed"
## [1] "Acartia tonsa"
## [1] 10
## [1] "Acartia tonsa"
## [1] 100
## [1] "Acartia tonsa"
## [1] 1000
## [1] "confirmed"
## [1] "Phaeocystis globosa"
## [1] 10
## [1] "Phaeocystis globosa"
## [1] 100
## [1] "Phaeocystis globosa"
## [1] 1000
## [1] "confirmed"
## [1] "Gelidium robustum"
## [1] 10
## [1] "Gelidium robustum"
## [1] 100
## [1] "Gelidium robustum"
## [1] 1000
## [1] "confirmed"
## [1] "Cyanoplax dentiens"
## [1] 10
## [1] "confirmed"
## [1] "Themiste dyscrita"
## [1] 10
## [1] "confirmed"
## [1] "Haplogloia andersonii"
## [1] 10
## [1] "confirmed"
## [1] "Callophyllis edentata"
## [1] 10
## [1] "confirmed"
## [1] "Tegula funebralis"
## [1] 10
## [1] "confirmed"
## [1] "Clinocottus analis"
## [1] 10
## [1] "Clinocottus analis"
## [1] 100
## [1] "confirmed"
## [1] "Pseudo-nitzschia hasleana"
## [1] 10
## [1] "Pseudo-nitzschia hasleana"
## [1] 100
## [1] "not confirmed"
## [1] "Halosydna brevisetosa"
## [1] 10
## [1] "confirmed"
## [1] "Kirchenpaueria pinnata"
## [1] 10
## [1] "Kirchenpaueria pinnata"
## [1] 100
## [1] "Kirchenpaueria pinnata"
## [1] 1000
## [1] "Kirchenpaueria pinnata"
## [1] 10000
## [1] "not confirmed"
## [1] "Chloropicon laureae"
## [1] 10
## [1] "no data"
## [1] "Canis lupus"
## [1] 10
## [1] "Canis lupus"
## [1] 100
## [1] "Canis lupus"
## [1] 1000
## [1] "confirmed"
## [1] "Pseudocnus curatus"
## [1] 10
## [1] "Pseudocnus curatus"
## [1] 100
## [1] "confirmed"
## [1] "Bossiella orbigniana"
## [1] 10
## [1] "Bossiella orbigniana"
## [1] 100
## [1] "confirmed"
## [1] "Polycirrus californicus"
## [1] 10
## [1] "confirmed"
## [1] "Adula californiensis"
## [1] 10
## [1] "confirmed"
## [1] "Rhopalosiphum padi"
## [1] 10
## [1] "Rhopalosiphum padi"
## [1] 100
## [1] "confirmed"
## [1] "Rhodophysema lundii"
## [1] 10
## [1] "Rhodophysema lundii"
## [1] 100
## [1] "not confirmed"
## [1] "Lottia paradigitalis"
## [1] 10
## [1] "confirmed"
## [1] "Bossiella montereyensis"
## [1] 10
## [1] "Bossiella montereyensis"
## [1] 100
## [1] "not confirmed"
## [1] "Pagurus granosimanus"
## [1] 10
## [1] "confirmed"
## [1] "Bossiella frondifera"
## [1] 10
## [1] "confirmed"
## [1] "Scinaia confusa"
## [1] 10
## [1] "confirmed"
## [1] "Dictyocha speculum"
## [1] 10
## [1] "Dictyocha speculum"
## [1] 100
## [1] "Dictyocha speculum"
## [1] 1000
## [1] "Dictyocha speculum"
## [1] 10000
## [1] "confirmed"
## [1] "Hexagrammos decagrammus"
## [1] 10
## [1] "confirmed"
## [1] "Pseudochattonella farcimen"
## [1] 10
## [1] "Pseudochattonella farcimen"
## [1] 100
## [1] "Pseudochattonella farcimen"
## [1] 1000
## [1] "confirmed"
## [1] "Pikea californica"
## [1] 10
## [1] "Pikea californica"
## [1] 100
## [1] "confirmed"
## [1] "Mycale acerata"
## [1] 10
## [1] "Mycale acerata"
## [1] 100
## [1] "Mycale acerata"
## [1] 1000
## [1] "not confirmed"
## [1] "Orthopyxis everta"
## [1] 10
## [1] "confirmed"
## [1] "Prionitis sternbergii"
## [1] 10
## [1] "confirmed"
## [1] "Gibbonsia montereyensis"
## [1] 10
## [1] "Gibbonsia montereyensis"
## [1] 100
## [1] "confirmed"
## [1] "Xingyurella xingyuarum"
## [1] 10
## [1] "no data"
## [1] "Pisaster ochraceus"
## [1] 10
## [1] "confirmed"
## [1] "Lumbrineris japonica"
## [1] 10
## [1] "confirmed"
## [1] "Cryptopleura ruprechtiana"
## [1] 10
## [1] "confirmed"
## [1] "Alia carinata"
## [1] 10
## [1] "Alia carinata"
## [1] 100
## [1] "confirmed"
## [1] "Myxilla incrustans"
## [1] 10
## [1] "Myxilla incrustans"
## [1] 100
## [1] "Myxilla incrustans"
## [1] 1000
## [1] "confirmed"
## [1] "Polyneura latissima"
## [1] 10
## [1] "Polyneura latissima"
## [1] 100
## [1] "confirmed"
## [1] "Hecatonema terminale"
## [1] 10
## [1] "Hecatonema terminale"
## [1] 100
## [1] "confirmed"
## [1] "Myrionema strangulans"
## [1] 10
## [1] "Myrionema strangulans"
## [1] 100
## [1] "Myrionema strangulans"
## [1] 1000
## [1] "confirmed"
## [1] "Phyllochaetopterus prolifica"
## [1] 10
## [1] "confirmed"
## [1] "Protosuberites mereui"
## [1] 10
## [1] "not confirmed"
## [1] "Chrysaora fuscescens"
## [1] 10
## [1] "confirmed"
## [1] "Amphinema dinema"
## [1] 10
## [1] "Amphinema dinema"
## [1] 100
## [1] "confirmed"
## [1] "Paranthus rapiformis"
## [1] 10
## [1] "Paranthus rapiformis"
## [1] 100
## [1] "Paranthus rapiformis"
## [1] 1000
## [1] "not confirmed"
## [1] "Boccardia proboscidea"
## [1] 10
## [1] "confirmed"
## [1] "Ischyrocerus anguipes"
## [1] 10
## [1] "Ischyrocerus anguipes"
## [1] 100
## [1] "Ischyrocerus anguipes"
## [1] 1000
## [1] "confirmed"
## [1] "Plocamium pacificum"
## [1] 10
## [1] "confirmed"
## [1] "Margarites pupillus"
## [1] 10
## [1] "confirmed"
## [1] "Lissothuria nutriens"
## [1] 10
## [1] "Lissothuria nutriens"
## [1] 100
## [1] "confirmed"
## [1] "Sundstroemia setigera"
## [1] 10
## [1] "Sundstroemia setigera"
## [1] 100
## [1] "Sundstroemia setigera"
## [1] 1000
## [1] "confirmed"
## [1] "Diopatra ornata"
## [1] 10
## [1] "Diopatra ornata"
## [1] 100
## [1] "confirmed"
## [1] "Microcladia borealis"
## [1] 10
## [1] "confirmed"
## [1] "Microcladia coulteri"
## [1] 10
## [1] "confirmed"
## [1] "Ditylum brightwellii"
## [1] 10
## [1] "Ditylum brightwellii"
## [1] 100
## [1] "confirmed"
## [1] "Eutrichosiphonia confusa"
## [1] 10
## [1] "confirmed"
## [1] "Schizobranchia insignis"
## [1] 10
## [1] "Schizobranchia insignis"
## [1] 100
## [1] "confirmed"
## [1] "Wildemania occidentalis"
## [1] 10
## [1] "Wildemania occidentalis"
## [1] 100
## [1] "confirmed"
## [1] "Aoroides intermedius"
## [1] 10
## [1] "Aoroides intermedius"
## [1] 100
## [1] "confirmed"
## [1] "Syllis alternata"
## [1] 10
## [1] "confirmed"
## [1] "Corallina caespitosa"
## [1] 10
## [1] "Corallina caespitosa"
## [1] 100
## [1] "Corallina caespitosa"
## [1] 1000
## [1] "Corallina caespitosa"
## [1] 10000
## [1] "not confirmed"
## [1] "Patiria miniata"
## [1] 10
## [1] "Patiria miniata"
## [1] 100
## [1] "confirmed"
## [1] "Micrometrus minimus"
## [1] 10
## [1] "Micrometrus minimus"
## [1] 100
## [1] "Micrometrus minimus"
## [1] 1000
## [1] "confirmed"
## [1] "Chone magna"
## [1] 10
## [1] "Chone magna"
## [1] 100
## [1] "confirmed"
## [1] "Guinardia striata"
## [1] 10
## [1] "Guinardia striata"
## [1] 100
## [1] "confirmed"
## [1] "Salishia firma"
## [1] 10
## [1] "confirmed"
## [1] "Pontogeneia rostrata"
## [1] 10
## [1] "Pontogeneia rostrata"
## [1] 100
## [1] "confirmed"
## [1] "Micrura verrilli"
## [1] 10
## [1] "confirmed"
## [1] "Grateloupia californica"
## [1] 10
## [1] "confirmed"
## [1] "Endocladia muricata"
## [1] 10
## [1] "confirmed"
## [1] "Cliona chilensis"
## [1] 10
## [1] "Cliona chilensis"
## [1] 100
## [1] "confirmed"
## [1] "Clathria unica"
## [1] 10
## [1] "not confirmed"
## [1] "Doto amyra"
## [1] 10
## [1] "confirmed"
## [1] "Thelepus crispus"
## [1] 10
## [1] "confirmed"
## [1] "Hermissenda opalescens"
## [1] 10
## [1] "Hermissenda opalescens"
## [1] 100
## [1] "confirmed"
## [1] "Pollicipes polymerus"
## [1] 10
## [1] "confirmed"
## [1] "Mesocentrotus franciscanus"
## [1] 10
## [1] "confirmed"
## [1] "Oscarella carmela"
## [1] 10
## [1] "confirmed"
## [1] "Crepidula adunca"
## [1] 10
## [1] "confirmed"
## [1] "Mazzaella rosea"
## [1] 10
## [1] "confirmed"
## [1] "Mastocarpus californianus"
## [1] 10
## [1] "Mastocarpus californianus"
## [1] 100
## [1] "confirmed"
## [1] "Syllis pigmentata"
## [1] 10
## [1] "Syllis pigmentata"
## [1] 100
## [1] "confirmed"
## [1] "Opisthosyllis leslieharrisae"
## [1] 10
## [1] "no data"
## [1] "Pelecanus occidentalis"
## [1] 10
## [1] "Pelecanus occidentalis"
## [1] 100
## [1] "Pelecanus occidentalis"
## [1] 1000
## [1] "confirmed"
## [1] "Ophiodon elongatus"
## [1] 10
## [1] "confirmed"
## [1] "Lottia alveus"
## [1] 10
## [1] "Lottia alveus"
## [1] 100
## [1] "confirmed"
## [1] "Tetraclita rubescens"
## [1] 10
## [1] "Tetraclita rubescens"
## [1] 100
## [1] "confirmed"
## [1] "Phoronis ijimai"
## [1] 10
## [1] "confirmed"
## [1] "Homo sapiens"
## [1] 10
## [1] "Homo sapiens"
## [1] 100
## [1] "Homo sapiens"
## [1] 1000
## [1] "Homo sapiens"
## [1] 10000
## [1] "confirmed"
## [1] "Emplectonema viride"
## [1] 10
## [1] "Emplectonema viride"
## [1] 100
## [1] "not confirmed"
## [1] "Sarcodiotheca furcata"
## [1] 10
## [1] "confirmed"
## [1] "Plakina jani"
## [1] 10
## [1] "not confirmed"
## [1] "Acrochaetium moniliforme"
## [1] 10
## [1] "Acrochaetium moniliforme"
## [1] 100
## [1] "confirmed"
## [1] "Hexagrammos lagocephalus"
## [1] 10
## [1] "Hexagrammos lagocephalus"
## [1] 100
## [1] "confirmed"
## [1] "Neosabellaria cementarium"
## [1] 10
## [1] "confirmed"
## [1] "Themiste pyroides"
## [1] 10
## [1] "confirmed"
## [1] "Phragmatopoma californica"
## [1] 10
## [1] "Phragmatopoma californica"
## [1] 100
## [1] "confirmed"
## [1] "Anisolpidium ectocarpi"
## [1] 10
## [1] "no data"
## [1] "Mastocarpus intermedius"
## [1] 10
## [1] "Mastocarpus intermedius"
## [1] 100
## [1] "confirmed"
## [1] "Syllis elongata"
## [1] 10
## [1] "Syllis elongata"
## [1] 100
## [1] "confirmed"
## [1] "Rathbunella hypoplecta"
## [1] 10
## [1] "Rathbunella hypoplecta"
## [1] 100
## [1] "not confirmed"
## [1] "Tegula brunnea"
## [1] 10
## [1] "confirmed"
## [1] "Membranoptera platyphylla"
## [1] 10
## [1] "Membranoptera platyphylla"
## [1] 100
## [1] "confirmed"
## [1] "Oncorhynchus tshawytscha"
## [1] 10
## [1] "confirmed"
## [1] "Colaconema daviesii"
## [1] 10
## [1] "Colaconema daviesii"
## [1] 100
## [1] "confirmed"
## [1] "Atherinops affinis"
## [1] 10
## [1] "confirmed"
## [1] "Chthamalus fissus"
## [1] 10
## [1] "Chthamalus fissus"
## [1] 100
## [1] "Chthamalus fissus"
## [1] 1000
## [1] "not confirmed"
## [1] "Leathesia marina"
## [1] 10
## [1] "confirmed"
## [1] "Mycedium robokaki"
## [1] 10
## [1] "Mycedium robokaki"
## [1] 100
## [1] "not confirmed"
## [1] "Anoplarchus insignis"
## [1] 10
## [1] "Anoplarchus insignis"
## [1] 100
## [1] "Anoplarchus insignis"
## [1] 1000
## [1] "not confirmed"
## [1] "Hypomesus pretiosus"
## [1] 10
## [1] "Hypomesus pretiosus"
## [1] 100
## [1] "confirmed"
## [1] "Nereis eakini"
## [1] 10
## [1] "confirmed"
## [1] "Corynactis californica"
## [1] 10
## [1] "Corynactis californica"
## [1] 100
## [1] "confirmed"
## [1] "Petrolisthes eriomerus"
## [1] 10
## [1] "confirmed"
## [1] "Balanus crenatus"
## [1] 10
## [1] "confirmed"
## [1] "Xiphister atropurpureus"
## [1] 10
## [1] "confirmed"
## [1] "Lepidozona cooperi"
## [1] 10
## [1] "confirmed"
## [1] "Polysiphonia hendryi"
## [1] 10
## [1] "Polysiphonia hendryi"
## [1] 100
## [1] "confirmed"
## [1] "Porphyra mumfordii"
## [1] 10
## [1] "Porphyra mumfordii"
## [1] 100
## [1] "confirmed"
## [1] "Acrochaetium catenulatum"
## [1] 10
## [1] "confirmed"
## [1] "Nucella emarginata"
## [1] 10
## [1] "Nucella emarginata"
## [1] 100
## [1] "confirmed"
## [1] "Cryptosiphonia woodii"
## [1] 10
## [1] "confirmed"
## [1] "Embiotoca lateralis"
## [1] 10
## [1] "confirmed"
## [1] "Oligocottus rubellio"
## [1] 10
## [1] "Oligocottus rubellio"
## [1] 100
## [1] "confirmed"
## [1] "Odonthalia floccosa"
## [1] 10
## [1] "confirmed"
## [1] "Spermatochnus paradoxus"
## [1] 10
## [1] "Spermatochnus paradoxus"
## [1] 100
## [1] "Spermatochnus paradoxus"
## [1] 1000
## [1] "not confirmed"
## [1] "Idotea urotoma"
## [1] 10
## [1] "confirmed"
## [1] "Heptacyclus buthi"
## [1] 10
## [1] "not confirmed"
## [1] "Acrochaetium arcuatum"
## [1] 10
## [1] "not confirmed"
## [1] "Syllis elongata"
## [1] 10
## [1] "Syllis elongata"
## [1] 100
## [1] "confirmed"
## [1] "Rhodymenia californica"
## [1] 10
## [1] "Rhodymenia californica"
## [1] 100
## [1] "confirmed"
## [1] "Ptilota subita"
## [1] 10
## [1] "no data"
## [1] "Rhodymenia pacifica"
## [1] 10
## [1] "confirmed"
## [1] "Laminariocolax aecidioides"
## [1] 10
## [1] "Laminariocolax aecidioides"
## [1] 100
## [1] "confirmed"
## [1] "Peltodoris nobilis"
## [1] 10
## [1] "confirmed"
## [1] "Oscarella pearsei"
## [1] 10
## [1] "no data"
## [1] "Pachycheles pubescens"
## [1] 10
## [1] "confirmed"
## [1] "Rhodymenia bamfieldensis"
## [1] 10
## [1] "Rhodymenia bamfieldensis"
## [1] 100
## [1] "not confirmed"
## [1] "Neoamphitrite robusta"
## [1] 10
## [1] "Neoamphitrite robusta"
## [1] 100
## [1] "confirmed"
## [1] "Pseudo-nitzschia cuspidata"
## [1] 10
## [1] "Pseudo-nitzschia cuspidata"
## [1] 100
## [1] "not confirmed"
## [1] "Halosaccion americanum"
## [1] 10
## [1] "confirmed"
## [1] "Ectopleura marina"
## [1] 10
## [1] "Ectopleura marina"
## [1] 100
## [1] "confirmed"
## [1] "Oligocottus snyderi"
## [1] 10
## [1] "confirmed"
## [1] "Rhynchozoon tumulosum"
## [1] 10
## [1] "Rhynchozoon tumulosum"
## [1] 100
## [1] "confirmed"
## [1] "Microtus californicus"
## [1] 10
## [1] "confirmed"
## [1] "Acromegalomma splendidum"
## [1] 10
## [1] "Acromegalomma splendidum"
## [1] 100
## [1] "confirmed"
## [1] "Petrolisthes cinctipes"
## [1] 10
## [1] "confirmed"
## [1] "Cephalothrix simula"
## [1] 10
## [1] "no data"
## [1] "Gallus gallus"
## [1] 10
## [1] "Gallus gallus"
## [1] 100
## [1] "confirmed"
## [1] "Leodice lucei"
## [1] 10
## [1] "Leodice lucei"
## [1] 100
## [1] "not confirmed"
## [1] "Amplisiphonia pacifica"
## [1] 10
## [1] "Amplisiphonia pacifica"
## [1] 100
## [1] "confirmed"
## [1] "Rhizosolenia delicatula"
## [1] 10
## [1] "Rhizosolenia delicatula"
## [1] 100
## [1] "confirmed"
## [1] "Orthopyxis integra"
## [1] 10
## [1] "confirmed"
## [1] "Petalonia fascia"
## [1] 10
## [1] "Petalonia fascia"
## [1] 100
## [1] "confirmed"
## [1] "Fibrocapsa japonica"
## [1] 10
## [1] "Fibrocapsa japonica"
## [1] 100
## [1] "Fibrocapsa japonica"
## [1] 1000
## [1] "not confirmed"
## [1] "Amonardia perturbata"
## [1] 10
## [1] "confirmed"
## [1] "Callophyllis pinnata"
## [1] 10
## [1] "confirmed"
## [1] "Odostomia tenuisculpta"
## [1] 10
## [1] "Odostomia tenuisculpta"
## [1] 100
## [1] "confirmed"
## [1] "Urechis caupo"
## [1] 10
## [1] "confirmed"
## [1] "Evadne nordmanni"
## [1] 10
## [1] "Evadne nordmanni"
## [1] 100
## [1] "confirmed"
## [1] "Genyonemus lineatus"
## [1] 10
## [1] "Genyonemus lineatus"
## [1] 100
## [1] "confirmed"
## [1] "Pholoides asperus"
## [1] 10
## [1] "Pholoides asperus"
## [1] 100
## [1] "confirmed"
## [1] "Chone magna"
## [1] 10
## [1] "Chone magna"
## [1] 100
## [1] "confirmed"
## [1] "Thalassiosira nordenskioeldii"
## [1] 10
## [1] "Thalassiosira nordenskioeldii"
## [1] 100
## [1] "Thalassiosira nordenskioeldii"
## [1] 1000
## [1] "confirmed"
## [1] "Metridium senile"
## [1] 10
## [1] "confirmed"
## [1] "Clinocottus recalvus"
## [1] 10
## [1] "Clinocottus recalvus"
## [1] 100
## [1] "confirmed"
## [1] "Lophopanopeus bellus"
## [1] 10
## [1] "Lophopanopeus bellus"
## [1] 100
## [1] "confirmed"
## [1] "Farlowia compressa"
## [1] 10
## [1] "confirmed"
## [1] "Nienburgia andersoniana"
## [1] 10
## [1] "Nienburgia andersoniana"
## [1] 100
## [1] "confirmed"
## [1] "Lepidozona radians"
## [1] 10
## [1] "Lepidozona radians"
## [1] 100
## [1] "confirmed"
## [1] "Lacuna variegata"
## [1] 10
## [1] "Lacuna variegata"
## [1] 100
## [1] "confirmed"
## [1] "Proceraea okadai"
## [1] 10
## [1] "confirmed"
## [1] "Haliclona amboinensis"
## [1] 10
## [1] "Haliclona amboinensis"
## [1] 100
## [1] "not confirmed"
## [1] "Sardinops sagax"
## [1] 10
## [1] "Sardinops sagax"
## [1] 100
## [1] "confirmed"
## [1] "Pseudo-nitzschia sabit"
## [1] 10
## [1] "Pseudo-nitzschia sabit"
## [1] 100
## [1] "not confirmed"
## [1] "Traskorchestia traskiana"
## [1] 10
## [1] "confirmed"
## [1] "Triopha maculata"
## [1] 10
## [1] "confirmed"
## [1] "Aurelia labiata"
## [1] 10
## [1] "confirmed"
## [1] "Calliostoma ligatum"
## [1] 10
## [1] "confirmed"
## [1] "Ectocarpus siliculosus"
## [1] 10
## [1] "Ectocarpus siliculosus"
## [1] 100
## [1] "Ectocarpus siliculosus"
## [1] 1000
## [1] "confirmed"
## [1] "Crepidula norrisiarum"
## [1] 10
## [1] "Crepidula norrisiarum"
## [1] 100
## [1] "confirmed"
## [1] "Besa leptophylla"
## [1] 10
## [1] "confirmed"
## [1] "Egregia menziesii"
## [1] 10
## [1] "confirmed"
## [1] "Cephalothrix rufifrons"
## [1] 10
## [1] "Cephalothrix rufifrons"
## [1] 100
## [1] "Cephalothrix rufifrons"
## [1] 1000
## [1] "not confirmed"
## [1] "Atalodoris jannae"
## [1] 10
## [1] "confirmed"
## [1] "Schizymenia tenuis"
## [1] 10
## [1] "Schizymenia tenuis"
## [1] 100
## [1] "not confirmed"
## [1] "Ahnfeltia fastigiata"
## [1] 10
## [1] "confirmed"
## [1] "Paleanotus bellis"
## [1] 10
## [1] "confirmed"
## [1] "Balanus glandula"
## [1] 10
## [1] "confirmed"
## [1] "Plocamionida tylotata"
## [1] 10
## [1] "Plocamionida tylotata"
## [1] 100
## [1] "not confirmed"
## [1] "Proceraea nigropunctata"
## [1] 10
## [1] "Proceraea nigropunctata"
## [1] 100
## [1] "confirmed"
## [1] "Paraphrosylus praedator"
## [1] 10
## [1] "Paraphrosylus praedator"
## [1] 100
## [1] "not confirmed"
## [1] "Hemipodia simplex"
## [1] 10
## [1] "confirmed"
## [1] "Acrochaetium catenulatum"
## [1] 10
## [1] "confirmed"
## [1] "Pachychalina tenera"
## [1] 10
## [1] "no data"
## [1] "Myxicola infundibulum"
## [1] 10
## [1] "Myxicola infundibulum"
## [1] 100
## [1] "Myxicola infundibulum"
## [1] 1000
## [1] "confirmed"
## [1] "Cylindrocarpus rugosum"
## [1] 10
## [1] "confirmed"
## [1] "Celleporina ventricosa"
## [1] 10
## [1] "Celleporina ventricosa"
## [1] 100
## [1] "confirmed"
## [1] "Prorocentrum cordatum"
## [1] 10
## [1] "Prorocentrum cordatum"
## [1] 100
## [1] "Prorocentrum cordatum"
## [1] 1000
## [1] "confirmed"
## [1] "Deroceras reticulatum"
## [1] 10
## [1] "Deroceras reticulatum"
## [1] 100
## [1] "confirmed"
## [1] "Amphissa reticulata"
## [1] 10
## [1] "confirmed"
## [1] "Felis silvestris"
## [1] 10
## [1] "Felis silvestris"
## [1] 100
## [1] "Felis silvestris"
## [1] 1000
## [1] "Felis silvestris"
## [1] 10000
## [1] "not confirmed"
## [1] "Tanystylum californicum"
## [1] 10
## [1] "confirmed"
## [1] "Coelopa vanduzeei"
## [1] 10
## [1] "Coelopa vanduzeei"
## [1] 100
## [1] "confirmed"
## [1] "Harmothoe imbricata"
## [1] 10
## [1] "confirmed"
## [1] "Phalacrocorax penicillatus"
## [1] 10
## [1] "confirmed"
## [1] "Oligocottus maculosus"
## [1] 10
## [1] "confirmed"
## [1] "Glycera robusta"
## [1] 10
## [1] "confirmed"
## [1] "Schistomeringos longicornis"
## [1] 10
## [1] "confirmed"
## [1] "Aporrectodea caliginosa"
## [1] 10
## [1] "confirmed"
## [1] "Symphyocladiella rosea"
## [1] 10
## [1] "Symphyocladiella rosea"
## [1] 100
## [1] "confirmed"
## [1] "Nuttallina californica"
## [1] 10
## [1] "confirmed"
## [1] "Schimmelmannia plumosa"
## [1] 10
## [1] "Schimmelmannia plumosa"
## [1] 100
## [1] "confirmed"
## [1] "Phycodrys isabellae"
## [1] 10
## [1] "confirmed"
## [1] "Pachygrapsus crassipes"
## [1] 10
## [1] "confirmed"
## [1] "Rhodonematella subimmersa"
## [1] 10
## [1] "confirmed"
## [1] "Tonicella lineata"
## [1] 10
## [1] "Tonicella lineata"
## [1] 100
## [1] "confirmed"
## [1] "Mastocarpus papillatus"
## [1] 10
## [1] "confirmed"
## [1] "Ophiopteris papillosa"
## [1] 10
## [1] "confirmed"
## [1] "Lottia scutum"
## [1] 10
## [1] "confirmed"
## [1] "Chrysaora colorata"
## [1] 10
## [1] "Chrysaora colorata"
## [1] 100
## [1] "confirmed"
## [1] "Myxicola aesthetica"
## [1] 10
## [1] "Myxicola aesthetica"
## [1] 100
## [1] "Myxicola aesthetica"
## [1] 1000
## [1] "confirmed"
## [1] "Rostanga pulchra"
## [1] 10
## [1] "confirmed"
## [1] "Hymenena kylinii"
## [1] 10
## [1] "confirmed"
## [1] "Oxylebius pictus"
## [1] 10
## [1] "Oxylebius pictus"
## [1] 100
## [1] "confirmed"
## [1] "Mitrocoma cellularia"
## [1] 10
## [1] "Mitrocoma cellularia"
## [1] 100
## [1] "confirmed"
## [1] "Pisaster giganteus"
## [1] 10
## [1] "confirmed"
## [1] "Callithamnion rupicolum"
## [1] 10
## [1] "Callithamnion rupicolum"
## [1] 100
## [1] "confirmed"
## [1] "Bradabyssa villosa"
## [1] 10
## [1] "Bradabyssa villosa"
## [1] 100
## [1] "Bradabyssa villosa"
## [1] 1000
## [1] "Bradabyssa villosa"
## [1] 10000
## [1] "confirmed"
## [1] "Callophyllis variegata"
## [1] 10
## [1] "Callophyllis variegata"
## [1] 100
## [1] "confirmed"
## [1] "Discorsopagurus schmitti"
## [1] 10
## [1] "Discorsopagurus schmitti"
## [1] 100
## [1] "Discorsopagurus schmitti"
## [1] 1000
## [1] "confirmed"
## [1] "Rhodotorula mucilaginosa"
## [1] 10
## [1] "Rhodotorula mucilaginosa"
## [1] 100
## [1] "Rhodotorula mucilaginosa"
## [1] 1000
## [1] "confirmed"
## [1] "Hermissenda crassicornis"
## [1] 10
## [1] "Hermissenda crassicornis"
## [1] 100
## [1] "confirmed"
## [1] "Phacellophora camtschatica"
## [1] 10
## [1] "confirmed"
## [1] "Dendraster excentricus"
## [1] 10
## [1] "confirmed"
## [1] "Polycystis hamata"
## [1] 10
## [1] "no data"
## [1] "Bipolaris sorokiniana"
## [1] 10
## [1] "Bipolaris sorokiniana"
## [1] 100
## [1] "Bipolaris sorokiniana"
## [1] 1000
## [1] "confirmed"
## [1] "Nitzschia traheaformis"
## [1] 10
## [1] "no data"
## [1] "Campanularia volubilis"
## [1] 10
## [1] "Campanularia volubilis"
## [1] 100
## [1] "confirmed"
## [1] "Eupolymnia heterobranchia"
## [1] 10
## [1] "Eupolymnia heterobranchia"
## [1] 100
## [1] "confirmed"
## [1] "Bangia fuscopurpurea"
## [1] 10
## [1] "confirmed"
## [1] "Mopalia spectabilis"
## [1] 10
## [1] "Mopalia spectabilis"
## [1] 100
## [1] "confirmed"
## [1] "Megaselia rufipes"
## [1] 10
## [1] "Megaselia rufipes"
## [1] 100
## [1] "confirmed"
## [1] "Prionitis filiformis"
## [1] 10
## [1] "confirmed"
## [1] "Xiphister mucosus"
## [1] 10
## [1] "confirmed"
## [1] "Aaptos nuda"
## [1] 10
## [1] "no data"
## [1] "Glycera americana"
## [1] 10
## [1] "confirmed"
## [1] "Chaetoceros tenuissimus"
## [1] 10
## [1] "Chaetoceros tenuissimus"
## [1] 100
## [1] "Chaetoceros tenuissimus"
## [1] 1000
## [1] "Chaetoceros tenuissimus"
## [1] 10000
## [1] "confirmed"
## [1] "Pandalus danae"
## [1] 10
## [1] "Pandalus danae"
## [1] 100
## [1] "Pandalus danae"
## [1] 1000
## [1] "Pandalus danae"
## [1] 10000
## [1] "not confirmed"
## [1] "Nucella ostrina"
## [1] 10
## [1] "confirmed"
## [1] "Laminaria setchellii"
## [1] 10
## [1] "confirmed"
## [1] "Ophiopholis kennerlyi"
## [1] 10
## [1] "Ophiopholis kennerlyi"
## [1] 100
## [1] "confirmed"
## [1] "Liparis mucosus"
## [1] 10
## [1] "confirmed"
## [1] "Schizymenia dubyi"
## [1] 10
## [1] "Schizymenia dubyi"
## [1] 100
## [1] "Schizymenia dubyi"
## [1] 1000
## [1] "confirmed"
## [1] "Eudistoma psammion"
## [1] 10
## [1] "Eudistoma psammion"
## [1] 100
## [1] "confirmed"
## [1] "Ampithoe sectimana"
## [1] 10
## [1] "Ampithoe sectimana"
## [1] 100
## [1] "not confirmed"
## [1] "Microspongium alariae"
## [1] 10
## [1] "not confirmed"
## [1] "Chloropicon roscoffensis"
## [1] 10
## [1] "Chloropicon roscoffensis"
## [1] 100
## [1] "not confirmed"
## [1] "Sigmaxinella hipposiderus"
## [1] 10
## [1] "no data"
## [1] "Ammothea hilgendorfi"
## [1] 10
## [1] "Ammothea hilgendorfi"
## [1] 100
## [1] "Ammothea hilgendorfi"
## [1] 1000
## [1] "confirmed"
## [1] "Eulalia aviculiseta"
## [1] 10
## [1] "Eulalia aviculiseta"
## [1] 100
## [1] "confirmed"
## [1] "Pugettia richii"
## [1] 10
## [1] "confirmed"
## [1] "Clytia gregaria"
## [1] 10
## [1] "Clytia gregaria"
## [1] 100
## [1] "Clytia gregaria"
## [1] 1000
## [1] "not confirmed"
## [1] "Cucumaria piperata"
## [1] 10
## [1] "confirmed"
## [1] "Carcinonemertes errans"
## [1] 10
## [1] "no data"
## [1] "Limacia cockerelli"
## [1] 10
## [1] "confirmed"
## [1] "Beringraja binoculata"
## [1] 10
## [1] "Beringraja binoculata"
## [1] 100
## [1] "confirmed"
## [1] "Halisarca desqueyrouxae"
## [1] 10
## [1] "Halisarca desqueyrouxae"
## [1] 100
## [1] "not confirmed"
## [1] "Armandia brevis"
## [1] 10
## [1] "confirmed"
## [1] "Doris montereyensis"
## [1] 10
## [1] "confirmed"
## [1] "Calocalanus tenuis"
## [1] 10
## [1] "confirmed"
## [1] "Dactylosiphon bullosus"
## [1] 10
## [1] "confirmed"
## [1] "Cladocroce burapha"
## [1] 10
## [1] "Cladocroce burapha"
## [1] 100
## [1] "not confirmed"
## [1] "Gobiesox maeandricus"
## [1] 10
## [1] "confirmed"
## [1] "Dendronotus subramosus"
## [1] 10
## [1] "confirmed"
## [1] "Hemigrapsus nudus"
## [1] 10
## [1] "Hemigrapsus nudus"
## [1] 100
## [1] "confirmed"
## [1] "Neoporphyra perforata"
## [1] 10
## [1] "confirmed"
## [1] "Skeletonema dohrnii"
## [1] 10
## [1] "Skeletonema dohrnii"
## [1] 100
## [1] "not confirmed"
## [1] "Corynoneura arctica"
## [1] 10
## [1] "Corynoneura arctica"
## [1] 100
## [1] "confirmed"
## [1] "Pikea pinnata"
## [1] 10
## [1] "confirmed"
## [1] "Stenogramma californicum"
## [1] 10
## [1] "Stenogramma californicum"
## [1] 100
## [1] "confirmed"
## [1] "Balanus nubilus"
## [1] 10
## [1] "confirmed"
## [1] "Scleroplax franciscana"
## [1] 10
## [1] "confirmed"
## [1] "Semibalanus cariosus"
## [1] 10
## [1] "Semibalanus cariosus"
## [1] 100
## [1] "Semibalanus cariosus"
## [1] 1000
## [1] "confirmed"
## [1] "Erythrophyllum delesserioides"
## [1] 10
## [1] "confirmed"
## [1] "Bothragonus swanii"
## [1] 10
## [1] "Bothragonus swanii"
## [1] 100
## [1] "confirmed"
## [1] "Aporrectodea caliginosa"
## [1] 10
## [1] "confirmed"
## [1] "Ozophora clevelandi"
## [1] 10
## [1] "Ozophora clevelandi"
## [1] 100
## [1] "confirmed"
## [1] "Acanthodoris rhodoceras"
## [1] 10
## [1] "Acanthodoris rhodoceras"
## [1] 100
## [1] "confirmed"
## [1] "Herposiphonia plumula"
## [1] 10
## [1] "confirmed"
## [1] "Mopalia ferreirai"
## [1] 10
## [1] "confirmed"
## [1] "Halichondria coerulea"
## [1] 10
## [1] "not confirmed"
## [1] "Halicnemia gallica"
## [1] 10
## [1] "no data"
## [1] "Neoptilota densa"
## [1] 10
## [1] "confirmed"
## [1] "Pectinaria californiensis"
## [1] 10
## [1] "Pectinaria californiensis"
## [1] 100
## [1] "confirmed"
## [1] "Kellia suborbicularis"
## [1] 10
## [1] "Kellia suborbicularis"
## [1] 100
## [1] "Kellia suborbicularis"
## [1] 1000
## [1] "confirmed"
## [1] "Vexillifera kereti"
## [1] 10
## [1] "no data"
## [1] "Laminaria sinclairii"
## [1] 10
## [1] "confirmed"
## [1] "Obelia dichotoma"
## [1] 10
## [1] "confirmed"
## [1] "Euchlanis dilatata"
## [1] 10
## [1] "Euchlanis dilatata"
## [1] 100
## [1] "Euchlanis dilatata"
## [1] 1000
## [1] "Euchlanis dilatata"
## [1] 10000
## [1] "not confirmed"
## [1] "Ramalina intermedia"
## [1] 10
## [1] "confirmed"
## [1] "Aeolidia papillosa"
## [1] 10
## [1] "Aeolidia papillosa"
## [1] 100
## [1] "confirmed"
## [1] "Axiothella rubrocincta"
## [1] 10
## [1] "confirmed"
## [1] "Apohyale anceps"
## [1] 10
## [1] "Apohyale anceps"
## [1] 100
## [1] "confirmed"
## [1] "Quasitetrastemma nigrifrons"
## [1] 10
## [1] "Quasitetrastemma nigrifrons"
## [1] 100
## [1] "confirmed"
## [1] "Pisaster brevispinus"
## [1] 10
## [1] "Pisaster brevispinus"
## [1] 100
## [1] "confirmed"
## [1] "Scleroplax faba"
## [1] 10
## [1] "Scleroplax faba"
## [1] 100
## [1] "confirmed"
## [1] "Paralia sulcata"
## [1] 10
## [1] "Paralia sulcata"
## [1] 100
## [1] "Paralia sulcata"
## [1] 1000
## [1] "confirmed"
## [1] "Proboscidactyla flavicirrata"
## [1] 10
## [1] "Proboscidactyla flavicirrata"
## [1] 100
## [1] "Proboscidactyla flavicirrata"
## [1] 1000
## [1] "not confirmed"
## [1] "Farlowia conferta"
## [1] 10
## [1] "confirmed"
## [1] "Neoporphyra haitanensis"
## [1] 10
## [1] "Neoporphyra haitanensis"
## [1] 100
## [1] "Neoporphyra haitanensis"
## [1] 1000
## [1] "confirmed"
## [1] "Parmotrema stuppeum"
## [1] 10
## [1] "Parmotrema stuppeum"
## [1] 100
## [1] "Parmotrema stuppeum"
## [1] 1000
## [1] "confirmed"
## [1] "Coryphella trilineata"
## [1] 10
## [1] "confirmed"
## [1] "Leucocryptos marina"
## [1] 10
## [1] "Leucocryptos marina"
## [1] 100
## [1] "Leucocryptos marina"
## [1] 1000
## [1] "Leucocryptos marina"
## [1] 10000
## [1] "confirmed"
## [1] "Ceratostoma foliatum"
## [1] 10
## [1] "confirmed"
## [1] "Heterosigma akashiwo"
## [1] 10
## [1] "Heterosigma akashiwo"
## [1] 100
## [1] "Heterosigma akashiwo"
## [1] 1000
## [1] "confirmed"
## [1] "Fredericqia chiton"
## [1] 10
## [1] "Fredericqia chiton"
## [1] 100
## [1] "confirmed"
## [1] "Callophyllis schneideri"
## [1] 10
## [1] "Callophyllis schneideri"
## [1] 100
## [1] "confirmed"
## [1] "Dermasterias imbricata"
## [1] 10
## [1] "confirmed"
## [1] "Anoplarchus purpurescens"
## [1] 10
## [1] "confirmed"
## [1] "Eurydice longiantennata"
## [1] 10
## [1] "no data"
d = distribution
PP = d[[1]]$confirmed
CC = d[[2]]$confirmed
range = d[[3]]$confirmed
no_data = d[[3]]$no_data 

df_PP = c()
df_CC = c()
df_range = c()
df_no_data = c()
df_not_in_GBIF = c()


for (s in species_both$species) {
  if(is.na(s)) {
    df_not_in_GBIF = append(df_not_in_GBIF, TRUE)
    df_PP = append(df_PP, NA)
    df_CC = append(df_CC, NA)
    df_range = append(df_range, NA)
    df_no_data = append(df_no_data, NA)
    next
  } else {
    df_not_in_GBIF = append(df_not_in_GBIF, FALSE)
  }
  
  if(s %in% PP) {
    df_PP = append(df_PP, TRUE)
  } else {
    df_PP = append(df_PP, FALSE)
  }
   
  if(s %in% CC) {
    df_CC = append(df_CC, TRUE)
  } else {
    df_CC = append(df_CC, FALSE)
  }
  
  if(s %in% range) {
    df_range = append(df_range, TRUE)
  } else {
    df_range = append(df_range, FALSE)
  }
  
  if(s %in% no_data) {
    df_no_data = append(df_no_data, TRUE)
  } else {
    df_no_data = append(df_no_data, FALSE)
  }
  
}

GBIF_summary = data.frame(Species = species_both$verbatim_name, 
                     GBIFSpecies = species_both$species, 
                     PillarPointOccurrence = df_PP, 
                     CCSOccurrence = df_CC, 
                     Range = df_range, 
                     NoData = df_no_data, 
                     NotInGBIF = df_not_in_GBIF)

print(GBIF_summary %>% group_by(across(PillarPointOccurrence:NotInGBIF)) %>% summarise(count=n()))
## `summarise()` has grouped output by 'PillarPointOccurrence', 'CCSOccurrence',
## 'Range', 'NoData'. You can override using the `.groups` argument.
## # A tibble: 7 × 6
## # Groups:   PillarPointOccurrence, CCSOccurrence, Range, NoData [7]
##   PillarPointOccurrence CCSOccurrence Range NoData NotInGBIF count
##   <lgl>                 <lgl>         <lgl> <lgl>  <lgl>     <int>
## 1 FALSE                 FALSE         FALSE FALSE  FALSE        40
## 2 FALSE                 FALSE         FALSE TRUE   FALSE        17
## 3 FALSE                 FALSE         TRUE  FALSE  FALSE        37
## 4 FALSE                 TRUE          FALSE FALSE  FALSE        12
## 5 FALSE                 TRUE          TRUE  FALSE  FALSE       189
## 6 TRUE                  TRUE          TRUE  FALSE  FALSE       100
## 7 NA                    NA            NA    NA     TRUE         20
##Add code to calculate the various percentages used in the text

write.csv(GBIF_summary, "Data/Analysis Products/RangeAnalysis.csv", row.names=TRUE)

Focused on just the 159 samples, we removed singletons and all 25 ASVs that overlapped with negative controls (Supplemental Information X), and we rarefied samples to the minimum number of reads of any sample, leaving 27038 ASVs and 4047981 reads. 89.1% of ASVs were unassigned, and the remainder included representatives from 28 phyla, 59 classes, 132 orders, 234 families, 325 genera, and Mazzaella splendens, Nusuttodinium poecilochroum, Protohyale frequens, Scorpaenichthys marmoratus, Pugettia producta, Aglaophenia struthionides, Bossiella frondescens, Bossiella dichotoma, Micromonas pusilla, Corallina confusa, Chloroparvula pacifica, Leathesia difformis, Bossiella hakaiensis, Acrochaetium plumosum, Naineris dendritica CMC01, Calliarthron tuberculosum, Smithora naiadum, Mazzaella flaccida, Gelidium coulteri, Cebidichthys violaceus, Chondracanthus canaliculatus, Bossiella plumosa, Peyssonnelia rosenvingei, Pseudochattonella verruculosa, Strongylocentrotus purpuratus, Doryteuthis opalescens, Ophlitaspongia papilla, Tubulanus sexlineatus, Corallophila eatoniana, Emiliania huxleyi, Neogastroclonium subarticulatum, Platynereis bicanaliculata, Bossiella reptans, Rhodophysema lundii, Phascolosoma agassizii, Mopalia muscosa, Parallorchestes cowani, Prionitis lanceolata, Nereis vexillosa, Myrionema balticum, Myriotrichia claviformis, Callithamnion pikeanum, Corallina vancouveriensis, Halichondria panicea, Anthopleura elegantissima, Cancer antennarius, Neorhodomela larix, Mazzaella minima, Chondracanthus exasperatus, Savoiea robusta, Gibbonsia metzi, Microspongium tenuissimum, Osmundea spectabilis, Naineris dendritica, Hemimycale columella, Biddulphia alternans, Ascidia ahodori, Mazzaella oregona, Cancer productus, Pelagomonas calceolata, Aureococcus anophagefferens, Littorina plena, Paracalliopiella pratti, Leptasterias aequalis, Heterocapsa rotundata, Coryne eximia, Margalefidinium polykrikoides, Girella nigricans, Syllis alternata CMC04, Chthamalus dalli, Hecatonema maculans, Jassa staudei, Crepidula perforans, Pagurus hirsutiusculus, Cylindrotheca closterium, Acartia tonsa, Phaeocystis globosa, Gelidium robustum, Cyanoplax dentiens, Themiste dyscritum, Haplogloia andersonii, Bossiella mayae, Callophyllis edentata, Tegula funebralis, Clinocottus analis, Pseudo-nitzschia hasleana, Halosydna brevisetosa, Papenfussiella kuromo, Kirchenpaueria pinnata, Chloropicon laureae, Canis lupus, Pseudocnus curatus, Bossiella orbigniana, Polycirrus californicus, Adula californiensis, Rhopalosiphum padi, Rhodophysema kjellmanii, Lottia paradigitalis, Bossiella montereyensis, Pagurus granosimanus, Bossiella frondifera, Scinaia confusa, Coilodesme japonica, Dictyocha speculum, Chloropicon sieburthii, Hexagrammos decagrammus, Pseudochattonella farcimen, Pikea californica, Mycale acerata, Orthopyxis everta, Prionitis sternbergii, Gibbonsia montereyensis, Xingyurella xingyuarum, Pisaster ochraceus, Lumbrineris japonica, Cryptopleura ruprechtiana, Takayama acrotrocha, Triparma laevis, Alia carinata, Myxilla incrustans, Polyneura latissima, Hecatonema terminale, Myrionema strangulans, Phyllochaetopterus prolifica, Protosuberites mereui, Chrysaora fuscescens, Amphinema dinema, Paranthus rapiformis, Boccardia proboscidea, Ischyrocerus anguipes, Plocamium pacificum, Margarites pupillus, Lissothuria nutriens, Rhizosolenia setigera, Diopatra ornata, Microcladia borealis, Microcladia coulteri, Ditylum brightwellii, Eutrichosiphonia confusa, Schizobranchia insignis, Wildemania occidentalis, Aoroides intermedius, Syllis alternata CMC01, Corallina caespitosa, Patiria miniata, Micrometrus minimus, Chone magna CMC01, Guinardia striata, Salishia firma, Pontogeneia rostrata, Micrura verrilli, Grateloupia californica, Gloiocladia vigneaultii, Endocladia muricata, Cliona chilensis, Clathria unica, Doto amyra, Thelepus crispus, Hermissenda opalescens, Pollicipes polymerus, Mesocentrotus franciscanus, Oscarella carmela, Crepidula adunca, Mazzaella rosea, Mastocarpus californianus, Syllis pigmentata, Opisthosyllis leslieharrisae, Pelecanus occidentalis, Symphyocladiella brevicaulis, Ophiodon elongatus, Lottia alveus, Tetraclita rubescens, Phoronis vancouverensis, Homo sapiens, Emplectonema viride, Sarcodiotheca furcata, Biecheleriopsis adriatica, Plakina jani, Acrochaetium moniliforme, Hexagrammos lagocephalus, Neosabellaria cementarium, Themiste pyroides, Phragmatopoma californica, Anisolpidium ectocarpii, Mastocarpus intermedius, Syllis elongata CMC02, Rathbunella hypoplecta, Tegula brunnea, Membranoptera platyphylla, Oncorhynchus tshawytscha, Colaconema daviesii, Atherinops affinis, Chthamalus fissus, Leathesia marina, Mycedium robokaki, Anoplarchus insignis, Hypomesus pretiosus, Pycnococcus provasolii, Nereis eakini, Corynactis californica, Petrolisthes eriomerus, Balanus crenatus, Xiphister atropurpureus, Lepidozona cooperi, Asterionellopsis lenisilicea, Polysiphonia hendryi, Porphyra mumfordii, Acrochaetium densum, Nucella emarginata, Cryptosiphonia woodii, Embiotoca lateralis, Oligocottus rubellio, Odonthalia floccosa, Spermatochnus paradoxus, Idotea urotoma, Malmiana buthi, Acrochaetium arcuatum, Syllis elongata, Rhodymenia californica, Ptilota subita, Rhodymenia pacifica, Laminariocolax aecidioides, Peltodoris nobilis, Oscarella pearsei, Eudesme borealis, Pachycheles pubescens, Rhodymenia bamfieldensis, Neoamphitrite robusta, Pseudo-nitzschia cuspidata, Halosaccion americanum, Ectopleura marina, Oligocottus snyderi, Rhynchozoon tumulosum, Microtus californicus, Megalomma splendida, Petrolisthes cinctipes, Cephalothrix simula, Gallus gallus, Eunice lucei, Amplisiphonia pacifica, Guinardia delicatula, Orthopyxis integra, Petalonia fascia, Fibrocapsa japonica, Amonardia perturbata, Callophyllis pinnata, Odostomia tenuisculpta, Urechis caupo, Evadne nordmanni, Genyonemus lineatus, Pholoides asperus, Chone magna CMC02, Thalassiosira nordenskioeldii, Metridium senile, Clinocottus recalvus, Lophopanopeus bellus, Farlowia compressa, Nienburgia andersoniana, Lepidozona radians, Lacuna variegata, Proceraea okadai, Haliclona amboinensis, Sardinops sagax, Pseudo-nitzschia sabit, Traskorchestia traskiana, Triopha maculata, Aurelia labiata, Calliostoma ligatum, Ectocarpus siliculosus, Crepidula norrisiarum, Besa leptophylla, Egregia menziesii, Cephalothrix rufifrons, Knoutsodonta jannae, Schizymenia tenuis, Ahnfeltia fastigiata, Paleanotus bellis, Balanus glandula, Plocamionida tylotata, Proceraea nigropunctata, Paraphrosylus praedator, Hemipodia simplex, Acrochaetium catenulatum, Pachychalina tenera, Myxicola infundibulum CMC02, Petrospongium rugosum, Celleporina ventricosa, Prorocentrum minimum, Deroceras reticulatum, Amphissa reticulata, Felis silvestris, Tanystylum californicum, Coelopa vanduzeei, Harmothoe imbricata, Phalacrocorax penicillatus, Oligocottus maculosus, Glycera robusta, Stephanocystis osmundacea, Schistomeringos longicornis, Aporrectodea caliginosa, Symphyocladiella rosea, Nuttallina californica, Schimmelmannia plumosa, Phycodrys isabellae, Pachygrapsus crassipes, Rhodonematella subimmersa, Tonicella lineata, Mastocarpus papillatus, Ophiopteris papillosa, Lottia scutum, Chrysaora colorata, Myxicola aesthetica, Rostanga pulchra, Hymenena kylinii, Oxylebius pictus, Mitrocoma cellularia, Pisaster giganteus, Callithamnion rupicola, Brada villosa CMC02, Callophyllis variegata, Discorsopagurus schmitti, Rhodotorula mucilaginosa, Hermissenda crassicornis, Phacellophora camtschatica, Dendraster excentricus, Polycystis hamata, Bipolaris sorokiniana, Nitzschia traheaformis, Myriogloea simplex, Campanularia volubilis, Eupolymnia heterobranchia, Bangia fuscopurpurea, Mopalia spectabilis, Megaselia rufipes, Rhopalosiphum insertum, Prionitis filiformis, Xiphister mucosus, Aaptos nuda, Glycera americana, Chaetoceros tenuissimus, Pandalus danae, Nucella ostrina, Laminaria setchellii, Ophiopholis kennerlyi, Liparis mucosus, Schizymenia dubyi, Eudistoma psammion, Ampithoe sectimanus, Microspongium alariae, Chloropicon roscoffensis, Sigmaxinella hipposiderus, Ammothea hilgendorfi, Eulalia aviculiseta, Pugettia richii, Clytia gregaria, Cucumaria piperata, Carcinonemertes errans, Limacia cockerelli, Beringraja binoculata, Halisarca desqueyrouxae, Armandia brevis, Doris montereyensis, Calocalanus tenuis, Dactylosiphon bullosus, Cladocroce burapha, Gobiesox maeandricus, Dendronotus subramosus, Hemigrapsus nudus, Neoporphyra perforata, Skeletonema dohrnii, Corynoneura arctica, Pikea pinnata, Stenogramma californicum, Balanus nubilus, Pinnixa franciscana, Biecheleria cincta, Semibalanus cariosus, Erythrophyllum delesserioides, Bothragonus swanii, Aporrectodea trapezoides, Ozophora clevelandii, Acanthodoris rhodoceras, Herposiphonia plumula, Mopalia ferreirai, Halichondria coerulea, Halicnemia gallica, Neoptilota densa, Pectinaria californiensis, Kellia suborbicularis, Vexillifera kereti, Laminaria sinclairii, Obelia dichotoma, Euchlanis dilatata, Ansanella granifera, Ramalina intermedia, Aeolidia papillosa, Axiothella rubrocincta, Apohyale anceps, Quasitetrastemma nigrifrons, Pisaster brevispinus, Pinnixa faba, Paralia sulcata, Proboscidactyla flavicirrata, Farlowia conferta, Neoporphyra haitanensis, Parmotrema stuppeum, Orienthella trilineata, Leucocryptos marina, Ceratostoma foliatum, Heterosigma akashiwo, Fredericqia chiton, Callophyllis schneideri, Dermasterias imbricata, Anoplarchus purpurescens, Eurydice longiantennata species (Figure 4). A breakdown of the relative proportions of reads and ASVs assigned to each phyla can be found in Table 1. To ensure the accuracy of these taxonomic identifications, we confirmed that 306 of Mazzaella splendens, Nusuttodinium poecilochroum, Protohyale frequens, Scorpaenichthys marmoratus, Pugettia producta, Aglaophenia struthionides, Bossiella frondescens, Bossiella dichotoma, Micromonas pusilla, Corallina confusa, Chloroparvula pacifica, Leathesia difformis, Bossiella hakaiensis, Acrochaetium plumosum, Naineris dendritica CMC01, Calliarthron tuberculosum, Smithora naiadum, Mazzaella flaccida, Gelidium coulteri, Cebidichthys violaceus, Chondracanthus canaliculatus, Bossiella plumosa, Peyssonnelia rosenvingei, Pseudochattonella verruculosa, Strongylocentrotus purpuratus, Doryteuthis opalescens, Ophlitaspongia papilla, Tubulanus sexlineatus, Corallophila eatoniana, Emiliania huxleyi, Neogastroclonium subarticulatum, Platynereis bicanaliculata, Bossiella reptans, Rhodophysema lundii, Phascolosoma agassizii, Mopalia muscosa, Parallorchestes cowani, Prionitis lanceolata, Nereis vexillosa, Myrionema balticum, Myriotrichia claviformis, Callithamnion pikeanum, Corallina vancouveriensis, Halichondria panicea, Anthopleura elegantissima, Cancer antennarius, Neorhodomela larix, Mazzaella minima, Chondracanthus exasperatus, Savoiea robusta, Gibbonsia metzi, Microspongium tenuissimum, Osmundea spectabilis, Naineris dendritica, Hemimycale columella, Biddulphia alternans, Ascidia ahodori, Mazzaella oregona, Cancer productus, Pelagomonas calceolata, Aureococcus anophagefferens, Littorina plena, Paracalliopiella pratti, Leptasterias aequalis, Heterocapsa rotundata, Coryne eximia, Margalefidinium polykrikoides, Girella nigricans, Syllis alternata CMC04, Chthamalus dalli, Hecatonema maculans, Jassa staudei, Crepidula perforans, Pagurus hirsutiusculus, Cylindrotheca closterium, Acartia tonsa, Phaeocystis globosa, Gelidium robustum, Cyanoplax dentiens, Themiste dyscritum, Haplogloia andersonii, Bossiella mayae, Callophyllis edentata, Tegula funebralis, Clinocottus analis, Pseudo-nitzschia hasleana, Halosydna brevisetosa, Papenfussiella kuromo, Kirchenpaueria pinnata, Chloropicon laureae, Canis lupus, Pseudocnus curatus, Bossiella orbigniana, Polycirrus californicus, Adula californiensis, Rhopalosiphum padi, Rhodophysema kjellmanii, Lottia paradigitalis, Bossiella montereyensis, Pagurus granosimanus, Bossiella frondifera, Scinaia confusa, Coilodesme japonica, Dictyocha speculum, Chloropicon sieburthii, Hexagrammos decagrammus, Pseudochattonella farcimen, Pikea californica, Mycale acerata, Orthopyxis everta, Prionitis sternbergii, Gibbonsia montereyensis, Xingyurella xingyuarum, Pisaster ochraceus, Lumbrineris japonica, Cryptopleura ruprechtiana, Takayama acrotrocha, Triparma laevis, Alia carinata, Myxilla incrustans, Polyneura latissima, Hecatonema terminale, Myrionema strangulans, Phyllochaetopterus prolifica, Protosuberites mereui, Chrysaora fuscescens, Amphinema dinema, Paranthus rapiformis, Boccardia proboscidea, Ischyrocerus anguipes, Plocamium pacificum, Margarites pupillus, Lissothuria nutriens, Rhizosolenia setigera, Diopatra ornata, Microcladia borealis, Microcladia coulteri, Ditylum brightwellii, Eutrichosiphonia confusa, Schizobranchia insignis, Wildemania occidentalis, Aoroides intermedius, Syllis alternata CMC01, Corallina caespitosa, Patiria miniata, Micrometrus minimus, Chone magna CMC01, Guinardia striata, Salishia firma, Pontogeneia rostrata, Micrura verrilli, Grateloupia californica, Gloiocladia vigneaultii, Endocladia muricata, Cliona chilensis, Clathria unica, Doto amyra, Thelepus crispus, Hermissenda opalescens, Pollicipes polymerus, Mesocentrotus franciscanus, Oscarella carmela, Crepidula adunca, Mazzaella rosea, Mastocarpus californianus, Syllis pigmentata, Opisthosyllis leslieharrisae, Pelecanus occidentalis, Symphyocladiella brevicaulis, Ophiodon elongatus, Lottia alveus, Tetraclita rubescens, Phoronis vancouverensis, Homo sapiens, Emplectonema viride, Sarcodiotheca furcata, Biecheleriopsis adriatica, Plakina jani, Acrochaetium moniliforme, Hexagrammos lagocephalus, Neosabellaria cementarium, Themiste pyroides, Phragmatopoma californica, Anisolpidium ectocarpii, Mastocarpus intermedius, Syllis elongata CMC02, Rathbunella hypoplecta, Tegula brunnea, Membranoptera platyphylla, Oncorhynchus tshawytscha, Colaconema daviesii, Atherinops affinis, Chthamalus fissus, Leathesia marina, Mycedium robokaki, Anoplarchus insignis, Hypomesus pretiosus, Pycnococcus provasolii, Nereis eakini, Corynactis californica, Petrolisthes eriomerus, Balanus crenatus, Xiphister atropurpureus, Lepidozona cooperi, Asterionellopsis lenisilicea, Polysiphonia hendryi, Porphyra mumfordii, Acrochaetium densum, Nucella emarginata, Cryptosiphonia woodii, Embiotoca lateralis, Oligocottus rubellio, Odonthalia floccosa, Spermatochnus paradoxus, Idotea urotoma, Malmiana buthi, Acrochaetium arcuatum, Syllis elongata, Rhodymenia californica, Ptilota subita, Rhodymenia pacifica, Laminariocolax aecidioides, Peltodoris nobilis, Oscarella pearsei, Eudesme borealis, Pachycheles pubescens, Rhodymenia bamfieldensis, Neoamphitrite robusta, Pseudo-nitzschia cuspidata, Halosaccion americanum, Ectopleura marina, Oligocottus snyderi, Rhynchozoon tumulosum, Microtus californicus, Megalomma splendida, Petrolisthes cinctipes, Cephalothrix simula, Gallus gallus, Eunice lucei, Amplisiphonia pacifica, Guinardia delicatula, Orthopyxis integra, Petalonia fascia, Fibrocapsa japonica, Amonardia perturbata, Callophyllis pinnata, Odostomia tenuisculpta, Urechis caupo, Evadne nordmanni, Genyonemus lineatus, Pholoides asperus, Chone magna CMC02, Thalassiosira nordenskioeldii, Metridium senile, Clinocottus recalvus, Lophopanopeus bellus, Farlowia compressa, Nienburgia andersoniana, Lepidozona radians, Lacuna variegata, Proceraea okadai, Haliclona amboinensis, Sardinops sagax, Pseudo-nitzschia sabit, Traskorchestia traskiana, Triopha maculata, Aurelia labiata, Calliostoma ligatum, Ectocarpus siliculosus, Crepidula norrisiarum, Besa leptophylla, Egregia menziesii, Cephalothrix rufifrons, Knoutsodonta jannae, Schizymenia tenuis, Ahnfeltia fastigiata, Paleanotus bellis, Balanus glandula, Plocamionida tylotata, Proceraea nigropunctata, Paraphrosylus praedator, Hemipodia simplex, Acrochaetium catenulatum, Pachychalina tenera, Myxicola infundibulum CMC02, Petrospongium rugosum, Celleporina ventricosa, Prorocentrum minimum, Deroceras reticulatum, Amphissa reticulata, Felis silvestris, Tanystylum californicum, Coelopa vanduzeei, Harmothoe imbricata, Phalacrocorax penicillatus, Oligocottus maculosus, Glycera robusta, Stephanocystis osmundacea, Schistomeringos longicornis, Aporrectodea caliginosa, Symphyocladiella rosea, Nuttallina californica, Schimmelmannia plumosa, Phycodrys isabellae, Pachygrapsus crassipes, Rhodonematella subimmersa, Tonicella lineata, Mastocarpus papillatus, Ophiopteris papillosa, Lottia scutum, Chrysaora colorata, Myxicola aesthetica, Rostanga pulchra, Hymenena kylinii, Oxylebius pictus, Mitrocoma cellularia, Pisaster giganteus, Callithamnion rupicola, Brada villosa CMC02, Callophyllis variegata, Discorsopagurus schmitti, Rhodotorula mucilaginosa, Hermissenda crassicornis, Phacellophora camtschatica, Dendraster excentricus, Polycystis hamata, Bipolaris sorokiniana, Nitzschia traheaformis, Myriogloea simplex, Campanularia volubilis, Eupolymnia heterobranchia, Bangia fuscopurpurea, Mopalia spectabilis, Megaselia rufipes, Rhopalosiphum insertum, Prionitis filiformis, Xiphister mucosus, Aaptos nuda, Glycera americana, Chaetoceros tenuissimus, Pandalus danae, Nucella ostrina, Laminaria setchellii, Ophiopholis kennerlyi, Liparis mucosus, Schizymenia dubyi, Eudistoma psammion, Ampithoe sectimanus, Microspongium alariae, Chloropicon roscoffensis, Sigmaxinella hipposiderus, Ammothea hilgendorfi, Eulalia aviculiseta, Pugettia richii, Clytia gregaria, Cucumaria piperata, Carcinonemertes errans, Limacia cockerelli, Beringraja binoculata, Halisarca desqueyrouxae, Armandia brevis, Doris montereyensis, Calocalanus tenuis, Dactylosiphon bullosus, Cladocroce burapha, Gobiesox maeandricus, Dendronotus subramosus, Hemigrapsus nudus, Neoporphyra perforata, Skeletonema dohrnii, Corynoneura arctica, Pikea pinnata, Stenogramma californicum, Balanus nubilus, Pinnixa franciscana, Biecheleria cincta, Semibalanus cariosus, Erythrophyllum delesserioides, Bothragonus swanii, Aporrectodea trapezoides, Ozophora clevelandii, Acanthodoris rhodoceras, Herposiphonia plumula, Mopalia ferreirai, Halichondria coerulea, Halicnemia gallica, Neoptilota densa, Pectinaria californiensis, Kellia suborbicularis, Vexillifera kereti, Laminaria sinclairii, Obelia dichotoma, Euchlanis dilatata, Ansanella granifera, Ramalina intermedia, Aeolidia papillosa, Axiothella rubrocincta, Apohyale anceps, Quasitetrastemma nigrifrons, Pisaster brevispinus, Pinnixa faba, Paralia sulcata, Proboscidactyla flavicirrata, Farlowia conferta, Neoporphyra haitanensis, Parmotrema stuppeum, Orienthella trilineata, Leucocryptos marina, Ceratostoma foliatum, Heterosigma akashiwo, Fredericqia chiton, Callophyllis schneideri, Dermasterias imbricata, Anoplarchus purpurescens, Eurydice longiantennata identified species (73.7%) have occurrence records in the California Current System (CCS) and known ranges that encompass Pillar Point. (Supplemental Information X).

 #merge all samples together
  #make abundance of each one
  #glom by phylum
  
  physeq_totalASVs = physeq_summed
  
  otu_table(physeq_totalASVs)[otu_table(physeq_totalASVs)>0] <- 1
  physeq_totalASVs = tax_glom(physeq_totalASVs, taxrank="Phylum", NArm=TRUE)
  
  
  Phyla_ASVs = data.frame(Phyla = tax_table(physeq_totalASVs)[,2], ASVs = rowSums(otu_table(physeq_totalASVs)))
  
  
  physeq_speciesbyphyla = physeq_summed
  physeq_speciesbytaxa = tax_glom(physeq_summed, taxrank="Species", NArm=TRUE)
  otu_table(physeq_speciesbytaxa)[otu_table(physeq_speciesbytaxa)>0] <- 1
  physeq_speciesbytaxa = tax_glom(physeq_speciesbytaxa, taxrank="Phylum", NArm=TRUE)
  
  Phyla_Species =  data.frame(Phyla = tax_table(physeq_speciesbytaxa)[,2], Species = rowSums(otu_table(physeq_speciesbytaxa)))

  
  list = list(Phyla_Reads, Phyla_ASVs, Phyla_Species)
  full = list %>% reduce(full_join, by='Phylum')
  full[is.na(full)] <- 0
  

  full_sorted = full[order(-full$Reads),]
  
  full_sorted = full_sorted %>% 
    mutate(Reads_Percent = scales::label_percent()(Reads/sum(Reads))) %>%
    mutate(ASVs_Percent = scales::label_percent()(ASVs/sum(ASVs))) %>%
    mutate(Species_Percent = scales::label_percent()(Species/sum(Species)))
  
  full_sorted$Phylum = remove_NCBInums(full_sorted$Phylum)
  full_sorted$Phylum = str_replace(full_sorted$Phylum, "phylum_", "Class: ")
  
  col_order = c("Phylum", "Reads", "Reads_Percent", "ASVs", "ASVs_Percent", "Species", "Species_Percent")
  
  full_sorted = full_sorted[,col_order]
  
  full_sorted
##                     Phylum  Reads Reads_Percent ASVs ASVs_Percent Species
## 3               Rhodophyta 532203     36.77767%  615      20.847%      97
## 1              Chlorophyta 276017     19.07404%  189       6.407%       6
## 2       Class: Dinophyceae 169579     11.71869%  120       4.068%       8
## 6               Arthropoda 136328      9.42089%  423      14.339%      48
## 4                 Chordata  81310      5.61889%  173       5.864%      39
## 7                 Annelida  74621      5.15665%  477      16.169%      50
## 5                 Cnidaria  62818      4.34101%  153       5.186%      22
## 8      Class: Phaeophyceae  42314      2.92409%  144       4.881%      24
## 9                 Mollusca  28102      1.94198%  267       9.051%      43
## 10           Echinodermata  13406      0.92642%   90       3.051%      14
## 12                Porifera  12900      0.89145%  114       3.864%      20
## 11 Class: Dictyochophyceae   4030      0.27849%   10       0.339%       3
## 13              Haptophyta   4019      0.27773%   27       0.915%       2
## 15    Class: Pelagophyceae   3475      0.24014%   20       0.678%       2
## 14                Nemertea   3095      0.21388%   23       0.780%       7
## 16         Bacillariophyta   2101      0.14519%   51       1.729%      15
## 17    Class: Bolidophyceae    453      0.03130%    3       0.102%       1
## 18               Phoronida    110      0.00760%   12       0.407%       1
## 20                 Bryozoa     83      0.00574%   12       0.407%       2
## 19                Oomycota     55      0.00380%    8       0.271%       1
## 21   Class: Raphidophyceae     28      0.00193%    4       0.136%       2
## 23           Basidiomycota     10      0.00069%    2       0.068%       1
## 24         Platyhelminthes     10      0.00069%    4       0.136%       1
## 25              Ascomycota      7      0.00048%    4       0.136%       3
## 22            Mucoromycota      2      0.00014%    2       0.068%       0
## 26                Discosea      2      0.00014%    1       0.034%       1
## 27                Rotifera      2      0.00014%    1       0.034%       1
## 28    Class: Cryptophyceae      2      0.00014%    1       0.034%       1
##    Species_Percent
## 3           23.37%
## 1            1.45%
## 2            1.93%
## 6           11.57%
## 4            9.40%
## 7           12.05%
## 5            5.30%
## 8            5.78%
## 9           10.36%
## 10           3.37%
## 12           4.82%
## 11           0.72%
## 13           0.48%
## 15           0.48%
## 14           1.69%
## 16           3.61%
## 17           0.24%
## 18           0.24%
## 20           0.48%
## 19           0.24%
## 21           0.48%
## 23           0.24%
## 24           0.24%
## 25           0.72%
## 22           0.00%
## 26           0.24%
## 27           0.24%
## 28           0.24%
  write.csv(full_sorted, "Data/Analysis Products/TaxonDiversity.csv", row.names=TRUE)
#Aggregate to species assignment and remove the NCBI identifiers
pt_physeq = tax_glom(data_physeq, taxrank="Species", NArm=FALSE)
tax_table(pt_physeq) = tax_table(pt_physeq)[!tax_table(pt_physeq)[,"Kingdom"]==""]

tax_table(pt_physeq)[tax_table(pt_physeq)==""] = NA
numbers = sub(".*_","", tax_table(pt_physeq))

taxa = apply(numbers, 1, function(x) tail(na.omit(x), 1))

tax_table(pt_physeq) = remove_NCBInums(tax_table(pt_physeq))


taxa_classification = classification(taxa, db = "ncbi")


taxa_tree = class2tree(taxa_classification, check = TRUE)
## Get all ranks and their taxIDs
## Align taxonomy hierarchies...
## Taxonomy alignment done!
## Calculate distance matrix
## Add node labels
#Change the tip labels to match phyloseq objects (code only works if order is the same)
taxa_tree$phylo$tip.label = row.names(tax_table(pt_physeq))


phyla = unique(tax_table(pt_physeq)[,"Phylum"])


phyla_nodes = data.frame("node_phylum" = c(), "node" = c())  
phyla_nodes_secondary = data.frame("node_phylum" = c(), "tips" = c()) 

for (x in phyla) {
  OTUs = na.omit(row.names(tax_table(pt_physeq))[tax_table(pt_physeq)[,"Phylum"] == x])
  OTUs = as.vector(OTUs)
  num = ape::getMRCA(taxa_tree$phylo, tip = OTUs)
  if (is.null(num)) {
    nodes = as_tibble(taxa_tree$phylo)
    num = nodes$node[nodes$label == OTUs]
  } 
  df = data.frame("node_phylum" = c(x), "node" = c(num))
  phyla_nodes = rbind(phyla_nodes, df)
  
  if (length(OTUs) <6) {
    for (y in OTUs) {
      df2 = data.frame("node_phylum" = c(x), "tips" = c(y))
      phyla_nodes_secondary = rbind(phyla_nodes_secondary, df2)
    }
  }
}




pt_physeq = merge_phyloseq(pt_physeq, taxa_tree$phylo)
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
#Use Polychrome package to create a good color palette for the number of phyla
set.seed(567629)
colors = createPalette(28, c("#FFFFFF"), range = c(30, 80), target = c("normal", "protanope", "deuteranope", "tritanope"))

#Check whether the given order of colors has good contrast for different forms of colorblindness
pal.safe(colors)

#Manually re-order the colors to ensure there is good contrast between adjacent colors
colors_ordered = colors[c('NC2',
                          'NC11',
                          'NC27',
                          'NC25',
                          'NC4',
                          'NC5',
                          'NC8',
                          'NC24',
                          'NC9',
                          'NC10',
                          'NC12',
                          'NC13',
                          'NC1',
                          'NC14',
                          'NC15',
                          'NC16',
                          'NC7',
                          'NC17',
                          'NC18',
                          'NC19',
                          'NC20',
                          'NC21', 
                          'NC22',
                          'NC23',
                          'NC26',
                          'NC6',
                          'NC3',
                          'NC28')]

#Confirm that the new order works well
pal.safe(colors_ordered)

#Create ggtree
p <- ggtree(pt_physeq,  layout = "circular") 
## Warning in psmelt(model): The sample variables: 
## Sample
##  have been renamed to: 
## sample_Sample
## to avoid conflicts with special phyloseq plot attribute names.
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Warning in psmelt(model): The rank names: 
## OTU
##  have been renamed to: 
## taxa_OTU
## to avoid conflicts with special phyloseq plot attribute names.
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
ordered_names = get_taxa_name(p)
ordered_names = unique(ordered_names)
ordered_names[match(rownames(tax_table(pt_physeq)), ordered_names)] = tax_table(pt_physeq)[,"Phylum"]
ordered_names = unique(ordered_names)

names(colors_ordered) = ordered_names

p = p + geom_fruit(geom = geom_tile, mapping = aes(fill = Phylum), width = 3, show.legend = FALSE)  + scale_fill_manual(values = colors_ordered) +scale_color_manual(values = colors_ordered)

p = p +  geom_fruit(data=phyla_nodes_secondary, geom = geom_tile, mapping = aes(y = tips, fill = node_phylum), width = 6, show.legend = FALSE)  

p = p + geom_hilight(data=phyla_nodes, mapping=aes(node = node, fill = node_phylum), show.legend = FALSE)

p = p + geom_cladelab(data=phyla_nodes, mapping=aes(node=node, label= node_phylum), geom = "text", angle = "auto", offset = 5, fontsize=2, barcolor=NA, show.legend = FALSE)

p = p +
  theme(
    panel.background = element_rect(fill='transparent'),
    plot.background = element_rect(fill='transparent', color=NA),
    panel.grid.major = element_blank(),
    panel.grid.minor = element_blank(),
    legend.background = element_rect(fill='transparent'),
    legend.box.background = element_rect(fill='transparent')
  )

ggsave(
  "Figures/Figure4.pdf",
  plot = p,
  dpi = 300,
  bg='transparent')
## Saving 7 x 5 in image
p <- ggtree(pt_physeq,  layout = "rectangular") 
## Warning in psmelt(model): The sample variables: 
## Sample
##  have been renamed to: 
## sample_Sample
## to avoid conflicts with special phyloseq plot attribute names.
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Warning in psmelt(model): The rank names: 
## OTU
##  have been renamed to: 
## taxa_OTU
## to avoid conflicts with special phyloseq plot attribute names.
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
## Found more than one class "phylo" in cache; using the first, from namespace 'phyloseq'
## Also defined by 'tidytree'
ordered_names = get_taxa_name(p)
ordered_names = unique(ordered_names)
ordered_names[match(rownames(tax_table(pt_physeq)), ordered_names)] = tax_table(pt_physeq)[,"Phylum"]
ordered_names = unique(ordered_names)

names(colors_ordered) = ordered_names

p = p + geom_fruit(geom = geom_tile, mapping = aes(fill = Phylum), width = 3, show.legend = FALSE)  + scale_fill_manual(values = colors_ordered) +scale_color_manual(values = colors_ordered)

p = p + geom_hilight(data=phyla_nodes, mapping=aes(node = node, fill = node_phylum), show.legend = FALSE)



p = p +
  theme(
    panel.background = element_rect(fill='transparent'),
    plot.background = element_rect(fill='transparent', color=NA),
    panel.grid.major = element_blank(),
    panel.grid.minor = element_blank(),
    legend.background = element_rect(fill='transparent'),
    legend.box.background = element_rect(fill='transparent')
  )

ggsave(
  "Figures/PowerPointFigure/phylo.pdf",
  plot = p,
  width = 4.49,
  height = 7.06,
  dpi = 300,
  bg='transparent')

3.2 Individual-Level Differences Between Locations

#Subset ampvis2 data by location

amp_S1 = amp_filter_samples(data_amp, Location %in% c("S1"))
## 108 samples and 14365 OTUs have been filtered 
## Before: 159 samples and 27038 OTUs
## After: 51 samples and 12673 OTUs
amp_S2 = amp_filter_samples(data_amp, Location %in% c("S2"))
## 105 samples and 16586 OTUs have been filtered 
## Before: 159 samples and 27038 OTUs
## After: 54 samples and 10452 OTUs
amp_N = amp_filter_samples(data_amp, Location %in% c("N"))
## 105 samples and 15230 OTUs have been filtered 
## Before: 159 samples and 27038 OTUs
## After: 54 samples and 11808 OTUs
#List the unique taxa at each location

S1_taxa = unique(amp_S1$tax$Species)
S1_taxa = S1_taxa[S1_taxa != ""]
S2_taxa = unique(amp_S2$tax$Species)
S2_taxa = S2_taxa[S2_taxa != ""]
N_taxa = unique(amp_N$tax$Species)
N_taxa = N_taxa[N_taxa != ""]

#List the unique ASVs at each locaton

S1_ASV = unique(amp_S1$tax$OTU)
S2_ASV = unique(amp_S2$tax$OTU)
N_ASV = unique(amp_N$tax$OTU)


#Using eulerr, create euler diagrams for taxa and ASVs


add_quantity_line_break = function(v) {
  tags <- v$children$canvas.grob$children$diagram.grob.1$children$tags$children
  
  tags <- do.call(grid::gList, lapply(tags, function(x) {
    x$children[[2]]$label <- sub(" \\%)", "%)", x$children[[2]]$label)
    before = sub("\\(.*", "", x$children[[2]]$label)
    after = gsub(".*\\(", "(", x$children[[2]]$label)
    italics = bquote(atop(.(before),italic(.(after))))
    x$children[[2]]$label <- italics
    x$children[[2]]$just <- NULL
    x}))
  
  v$children$canvas.grob$children$diagram.grob.1$children$tags <- tags
  
  return(v)
}


E_taxa <- euler(list(S1 = S1_taxa, S2 = S2_taxa, N = N_taxa), shape = "ellipse")
E_taxa_plot = plot(E_taxa, quantities = list(type = c("counts", "percent"), cex=2), legend = list(side ="right", nrow = 1, ncol = 3, cex = 2.5))
E_taxa_plot = add_quantity_line_break(E_taxa_plot)


E_ASV <- euler(list(S1 = S1_ASV, S2 = S2_ASV, N = N_ASV), shape="ellipse")
E_ASV_plot = plot(E_ASV, quantities = list(type = c("counts", "percent"), cex=2), legend = list(side ="right", nrow = 1, ncol = 3, cex = 2.5))
E_ASV_plot = add_quantity_line_break(E_ASV_plot)

Across both taxa (n=415) and ASVs (n=27,038), all three locations had unique elements, suggesting that there was not complete mixing of eDNA across micro-habitats. 33.2% of taxa and 80% of ASVs were unique to one of the three locations (Figure 5). At both the taxa and ASV level, S1 had more unique elements than S2 and nearshore, although this effect was more pronounced across ASVs. ASVs and taxa shared across pairs of two locations were the least common elements.

(wrap_elements(panel = E_taxa_plot$children$canvas.grob) + wrap_elements (panel = E_ASV_plot$children$canvas.grob)) / wrap_elements(panel = E_taxa_plot$children$legend.grob) + plot_layout(heights = c(7,1))

#Function for creating indicator species heatmap from physeq data

indicator_heatmap <- function(physeq, asv) {
  
  #If analyzing by taxa, remove all unclassified ASVs and condense to species assignments
  if(asv == FALSE) {
    physeq = tax_glom(physeq, taxrank="Species", NArm=TRUE)
    tax_table(physeq) = gsub("\\_.*","",tax_table(physeq))
  }
  
  #Convert to presence/absence data
  otu_table(physeq)[otu_table(physeq) >0] <- 1
  
  
  #Use indicspecies package to get top taxa
  indval = multipatt(t(otu_table(physeq)),t(sample_data(physeq)[,"Location"]), control = how(nperm=999), duleg = TRUE)
  top_N = rownames(indval$sign %>% filter(p.value < 0.05) %>% filter(s.N == 1)  %>% filter(stat > .7))
  top_S1 = rownames(indval$sign %>% filter(p.value < 0.05) %>% filter(s.S1 == 1)  %>% filter(stat > .7))
  top_S2 = rownames(indval$sign %>% filter(p.value < 0.05) %>% filter(s.S2 == 1)  %>% filter(stat > .7))
  
  indicators_all = c(top_N, top_S1, top_S2)
  
  #Merge samples by site/time before plotting 
  physeq_merge = merge_samples(physeq, "SiteByTime")
  
  #Update metadata accordingly
  updated_metadata = as.matrix(sample_data(physeq)[, c("SiteByTime", "Time", "Location", "T", "S")])
  updated_metadata = as.data.frame(updated_metadata)
  updated_metadata$SiteByTime = as.factor(updated_metadata$SiteByTime)
  updated_metadata$Time = as.factor(updated_metadata$Time)
  updated_metadata$Location = as.factor(updated_metadata$Location)
  updated_metadata = distinct(updated_metadata)
  rownames(updated_metadata) = updated_metadata[,'SiteByTime']
  sample_data(physeq_merge) <- sample_data(updated_metadata)

  #Divide all merged samples by the number of samples they represent 
  otu_table(physeq_merge) = otu_table(physeq_merge)/3
  
  otu_table(physeq_merge)[grepl('11:30', rownames(otu_table(physeq_merge)))] = otu_table(physeq_merge)[grepl('11:30', rownames(otu_table(physeq_merge)))]/3
  
  otu_table(physeq_merge)[grepl('14:00', rownames(otu_table(physeq_merge)))] = otu_table(physeq_merge)[grepl('14:00', rownames(otu_table(physeq_merge)))]/3
 
   otu_table(physeq_merge)[grepl('17:00', rownames(otu_table(physeq_merge)))] = otu_table(physeq_merge)[grepl('17:00', rownames(otu_table(physeq_merge)))]/3
  
  #Add labels to the indicator species for plotting
  indicators_only <-prune_taxa(colnames(otu_table(physeq_merge)) %in% indicators_all, physeq_merge)
  
  add_indicator_label <- function(X) {
    if (X %in% top_N) { return("N")}
    else if (X %in% top_S1) { return("S1")}
    else if (X %in% top_S2) {return ("S2")}
    else {return("NA")}
  }
  
  indicators<- sapply(rownames(tax_table(indicators_only)), add_indicator_label)

  tax_table(indicators_only) = cbind(tax_table(indicators_only), indicators)

  #Plot
  plot = plot_heatmap(indicators_only, 
                      method = NULL, 
                      distance = NULL, 
                      trans = NULL, 
                      taxa.order = rev(indicators_all), 
                      taxa.label = "Species", 
                      sample.label = "Time", 
                      sample.order = "Time") + 
    facet_grid(factor(indicators, levels=c('S1', 'S2', 'N'))~factor(Location, levels=c('S1', 'S2', 'N')), 
               scales="free", 
               space = "free", 
               switch = "y") +
    scale_fill_gradient(low = "black", high = "#B5D7E4") + 
    theme_grey(base_size = 18) + 
    theme(plot.title = element_text(hjust = 0.5)) +
    theme(axis.text.x = element_text(angle = 45, vjust = 1, hjust=1)) +
    theme(strip.placement = "outside", axis.text.x=element_text(size=12))  +
    theme(strip.text = element_text(size = rel(1))) +
    theme(legend.text=element_text(size=12), legend.key.height = unit(1.5, "cm")) +
    theme(panel.background = element_blank(), panel.grid.major = element_blank()) +
    labs(fill = "Proportion of \nPositive Detects", title = "Locations") +
    theme(axis.ticks = element_line(color = "black"),
          axis.text.y = element_text(color="black", face = "italic"), 
          axis.text.x = element_text(color="black")) 
  
  plot$scales$scales[[2]]$name <- "Indicators"
  
  return(list(plot = plot, 
              top_N = top_N, 
              top_S1 = top_S1, 
              top_S2 = top_S2, 
              all_indicators = indicators_all, 
              full_output = indval))
}

heatmap_taxa = indicator_heatmap(data_physeq, FALSE)
## Scale for fill is already present.
## Adding another scale for fill, which will replace the existing scale.
heatmap_ASV = indicator_heatmap(data_physeq, TRUE)
## Scale for fill is already present.
## Adding another scale for fill, which will replace the existing scale.
indicator_ASVs = data_amp$tax[heatmap_ASV$all_indicators,]
unassigned_indicator_ASVs = indicator_ASVs %>% group_by(Kingdom) %>% summarise(n = n()) %>% mutate (freq = n / sum(n))
heatmap_taxa$plot

#ADD FIGURE SAVING
 graph = heatmap_taxa$plot 

  path = "Figures/PowerPointFigure/indicator_figure.png"
  ggsave(filename = path, plot = graph, width = 13, height = 6.69)
heatmap_ASV$plot

Using an indicator species framework produced similar trends to the analysis of unique taxa and ASVs; all three locations had indicator taxa and ASVs, and S1 had more indicator elements than other locations. By taxa, we identified 11 indicator taxa: 7 for S1, 3 for S2, and 1 for nearshore (Figure 6). By ASVs, we found more indicators overall. We identified 99 indicator ASVs: 72 for S1, 10 for S2, and 17 for nearshore (Supplemental Figure X). Most (78.8%) indicator ASVs had no taxonomic assignment, but the ones that did included several species beyond the original indicator taxa, at S1 (Scorpaenichthys marmoratus, Corallina confusa, Leathesia difformis, Bossiella frondescens, Myrionema balticum, Bossiella plumosa), S2 (Bossiella frondescens, Smithora naiadum), and nearshore (Mazzaella splendens, Strongylocentrotus purpuratus, Halichondria panicea, Smithora naiadum).

3.3. Community-Level Differences between Locations

#Calculate Jaccard dissimilarity matrices
jaccard_full = vegdist(t(data_amp$abund), binary = TRUE, method = "jaccard")
jaccard_taxa = vegdist(t(data_amp_taxa$abund), binary = TRUE, method = "jaccard")
set.seed(0)

#PERMANOVA on full data set
permutest(betadisper(jaccard_full, data_amp$metadata$Location))
## 
## Permutation test for homogeneity of multivariate dispersions
## Permutation: free
## Number of permutations: 999
## 
## Response: Distances
##            Df   Sum Sq    Mean Sq      F N.Perm Pr(>F)  
## Groups      2 0.002340 0.00117003 2.9267    999  0.061 .
## Residuals 156 0.062365 0.00039977                       
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
adonis2(jaccard_full ~ Location + Time + Dereplicated_Sample_Name , data = data_amp$metadata)
## Permutation test for adonis under reduced model
## Terms added sequentially (first to last)
## Permutation: free
## Number of permutations: 999
## 
## adonis2(formula = jaccard_full ~ Location + Time + Dereplicated_Sample_Name, data = data_amp$metadata)
##                           Df SumOfSqs      R2      F Pr(>F)    
## Location                   2    5.173 0.08665 9.0458  0.001 ***
## Time                      11    7.306 0.12237 2.3225  0.001 ***
## Dereplicated_Sample_Name  39   16.911 0.28326 1.5164  0.001 ***
## Residual                 106   30.312 0.50772                  
## Total                    158   59.702 1.00000                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
#PERMANOVA on taxa data set
permutest(betadisper(jaccard_taxa, data_amp_taxa$metadata$Location))
## 
## Permutation test for homogeneity of multivariate dispersions
## Permutation: free
## Number of permutations: 999
## 
## Response: Distances
##            Df  Sum Sq    Mean Sq      F N.Perm Pr(>F)
## Groups      2 0.00061 0.00030272 0.1364    999  0.894
## Residuals 156 0.34626 0.00221963
adonis2(jaccard_taxa ~ Location + Time + Dereplicated_Sample_Name, data = data_amp_taxa$metadata)
## Permutation test for adonis under reduced model
## Terms added sequentially (first to last)
## Permutation: free
## Number of permutations: 999
## 
## adonis2(formula = jaccard_taxa ~ Location + Time + Dereplicated_Sample_Name, data = data_amp_taxa$metadata)
##                           Df SumOfSqs      R2      F Pr(>F)    
## Location                   2   0.6864 0.02384 3.3459  0.001 ***
## Time                      11   3.7240 0.12931 3.3003  0.001 ***
## Dereplicated_Sample_Name  39  13.5158 0.46930 3.3784  0.001 ***
## Residual                 106  10.8734 0.37755                  
## Total                    158  28.7996 1.00000                  
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## Run 0 stress 0.3004103 
## Run 1 stress 0.5732999 
## Run 2 stress 0.4338089 
## Run 3 stress 0.5736203 
## Run 4 stress 0.4316917 
## Run 5 stress 0.5158355 
## Run 6 stress 0.4223491 
## Run 7 stress 0.4165944 
## Run 8 stress 0.4771761 
## Run 9 stress 0.4946848 
## Run 10 stress 0.4294871 
## Run 11 stress 0.5735974 
## Run 12 stress 0.5168177 
## Run 13 stress 0.573646 
## Run 14 stress 0.5205939 
## Run 15 stress 0.5734825 
## Run 16 stress 0.5402745 
## Run 17 stress 0.5734201 
## Run 18 stress 0.5254677 
## Run 19 stress 0.5177405 
## Run 20 stress 0.3575702 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      2: stress ratio > sratmax
##     18: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3004103 
## Run 1 stress 0.4477235 
## Run 2 stress 0.5736442 
## Run 3 stress 0.573416 
## Run 4 stress 0.4006618 
## Run 5 stress 0.5736255 
## Run 6 stress 0.4282575 
## Run 7 stress 0.4763946 
## Run 8 stress 0.3197676 
## Run 9 stress 0.4807421 
## Run 10 stress 0.5277812 
## Run 11 stress 0.4460609 
## Run 12 stress 0.4659148 
## Run 13 stress 0.5736742 
## Run 14 stress 0.4858221 
## Run 15 stress 0.3327509 
## Run 16 stress 0.3871405 
## Run 17 stress 0.5167207 
## Run 18 stress 0.5734808 
## Run 19 stress 0.5735291 
## Run 20 stress 0.4074426 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      1: stress ratio > sratmax
##     19: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3004103 
## Run 1 stress 0.468912 
## Run 2 stress 0.473736 
## Run 3 stress 0.4166561 
## Run 4 stress 0.5735578 
## Run 5 stress 0.5736706 
## Run 6 stress 0.5195722 
## Run 7 stress 0.5202862 
## Run 8 stress 0.5735474 
## Run 9 stress 0.4777575 
## Run 10 stress 0.4973499 
## Run 11 stress 0.4617599 
## Run 12 stress 0.5735588 
## Run 13 stress 0.395656 
## Run 14 stress 0.4018689 
## Run 15 stress 0.4046564 
## Run 16 stress 0.4953947 
## Run 17 stress 0.5735801 
## Run 18 stress 0.4317593 
## Run 19 stress 0.4793695 
## Run 20 stress 0.5140765 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      3: stress ratio > sratmax
##     17: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3004103 
## Run 1 stress 0.5731744 
## Run 2 stress 0.460993 
## Run 3 stress 0.4971323 
## Run 4 stress 0.5730011 
## Run 5 stress 0.515795 
## Run 6 stress 0.573544 
## Run 7 stress 0.5736482 
## Run 8 stress 0.5735547 
## Run 9 stress 0.4968625 
## Run 10 stress 0.5735782 
## Run 11 stress 0.573264 
## Run 12 stress 0.5734499 
## Run 13 stress 0.5733499 
## Run 14 stress 0.5735363 
## Run 15 stress 0.5737003 
## Run 16 stress 0.5374822 
## Run 17 stress 0.5215208 
## Run 18 stress 0.5735924 
## Run 19 stress 0.5071653 
## Run 20 stress 0.457218 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      1: stress ratio > sratmax
##     19: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3004103 
## Run 1 stress 0.5731862 
## Run 2 stress 0.5733833 
## Run 3 stress 0.5069474 
## Run 4 stress 0.429842 
## Run 5 stress 0.5335666 
## Run 6 stress 0.5733795 
## Run 7 stress 0.573444 
## Run 8 stress 0.5735938 
## Run 9 stress 0.4457908 
## Run 10 stress 0.4749881 
## Run 11 stress 0.5170961 
## Run 12 stress 0.5091214 
## Run 13 stress 0.4552669 
## Run 14 stress 0.5735881 
## Run 15 stress 0.5735238 
## Run 16 stress 0.5101593 
## Run 17 stress 0.5077869 
## Run 18 stress 0.5007333 
## Run 19 stress 0.5335718 
## Run 20 stress 0.4610604 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      3: stress ratio > sratmax
##     17: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3004103 
## Run 1 stress 0.5736315 
## Run 2 stress 0.3604297 
## Run 3 stress 0.573497 
## Run 4 stress 0.4790086 
## Run 5 stress 0.4685468 
## Run 6 stress 0.3871396 
## Run 7 stress 0.5736875 
## Run 8 stress 0.57348 
## Run 9 stress 0.5734429 
## Run 10 stress 0.4191178 
## Run 11 stress 0.5027887 
## Run 12 stress 0.5173527 
## Run 13 stress 0.5184636 
## Run 14 stress 0.5735704 
## Run 15 stress 0.5736728 
## Run 16 stress 0.4333637 
## Run 17 stress 0.4967114 
## Run 18 stress 0.5128319 
## Run 19 stress 0.5735799 
## Run 20 stress 0.4975215 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      1: stress ratio > sratmax
##     19: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3004103 
## Run 1 stress 0.5735864 
## Run 2 stress 0.5736096 
## Run 3 stress 0.5187728 
## Run 4 stress 0.5736597 
## Run 5 stress 0.5086748 
## Run 6 stress 0.4496472 
## Run 7 stress 0.4315724 
## Run 8 stress 0.5733484 
## Run 9 stress 0.5734901 
## Run 10 stress 0.5409027 
## Run 11 stress 0.5418058 
## Run 12 stress 0.5735846 
## Run 13 stress 0.4780399 
## Run 14 stress 0.451764 
## Run 15 stress 0.5254232 
## Run 16 stress 0.461935 
## Run 17 stress 0.5370793 
## Run 18 stress 0.4309304 
## Run 19 stress 0.4928913 
## Run 20 stress 0.5124592 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      1: stress ratio > sratmax
##     19: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3004103 
## Run 1 stress 0.4794261 
## Run 2 stress 0.5736509 
## Run 3 stress 0.5734892 
## Run 4 stress 0.4993108 
## Run 5 stress 0.5734274 
## Run 6 stress 0.5109707 
## Run 7 stress 0.4420246 
## Run 8 stress 0.4534711 
## Run 9 stress 0.5732517 
## Run 10 stress 0.573667 
## Run 11 stress 0.5722996 
## Run 12 stress 0.421891 
## Run 13 stress 0.5133183 
## Run 14 stress 0.48506 
## Run 15 stress 0.4927305 
## Run 16 stress 0.4544765 
## Run 17 stress 0.5064409 
## Run 18 stress 0.4764755 
## Run 19 stress 0.5733131 
## Run 20 stress 0.4957448 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      2: stress ratio > sratmax
##     18: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3004103 
## Run 1 stress 0.518324 
## Run 2 stress 0.3882203 
## Run 3 stress 0.5732375 
## Run 4 stress 0.5735753 
## Run 5 stress 0.5117737 
## Run 6 stress 0.4668974 
## Run 7 stress 0.5183616 
## Run 8 stress 0.4677947 
## Run 9 stress 0.3891059 
## Run 10 stress 0.4683633 
## Run 11 stress 0.5736572 
## Run 12 stress 0.5222178 
## Run 13 stress 0.5734875 
## Run 14 stress 0.505314 
## Run 15 stress 0.5728635 
## Run 16 stress 0.4169188 
## Run 17 stress 0.4798242 
## Run 18 stress 0.5736027 
## Run 19 stress 0.466482 
## Run 20 stress 0.5733895 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      5: stress ratio > sratmax
##     15: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3004103 
## Run 1 stress 0.4053918 
## Run 2 stress 0.5461342 
## Run 3 stress 0.5250329 
## Run 4 stress 0.5733056 
## Run 5 stress 0.5737037 
## Run 6 stress 0.4720316 
## Run 7 stress 0.5731048 
## Run 8 stress 0.3972665 
## Run 9 stress 0.5225119 
## Run 10 stress 0.5734272 
## Run 11 stress 0.5732141 
## Run 12 stress 0.5736644 
## Run 13 stress 0.4113529 
## Run 14 stress 0.4548592 
## Run 15 stress 0.4011248 
## Run 16 stress 0.5736447 
## Run 17 stress 0.46332 
## Run 18 stress 0.4215654 
## Run 19 stress 0.4763337 
## Run 20 stress 0.5733674 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      4: stress ratio > sratmax
##     16: scale factor of the gradient < sfgrmin

## Run 0 stress 0.1377991 
## Run 1 stress 0.1473941 
## Run 2 stress 0.1747951 
## Run 3 stress 0.1486483 
## Run 4 stress 0.1484177 
## Run 5 stress 0.1725875 
## Run 6 stress 0.1427281 
## Run 7 stress 0.1427169 
## Run 8 stress 0.1560523 
## Run 9 stress 0.2137341 
## Run 10 stress 0.1471596 
## Run 11 stress 0.1719999 
## Run 12 stress 0.1540159 
## Run 13 stress 0.1401524 
## Run 14 stress 0.1378662 
## ... Procrustes: rmse 0.005041671  max resid 0.0485791 
## Run 15 stress 0.1471595 
## Run 16 stress 0.2176135 
## Run 17 stress 0.1753433 
## Run 18 stress 0.1486356 
## Run 19 stress 0.1378183 
## ... Procrustes: rmse 0.001982414  max resid 0.01818602 
## Run 20 stress 0.1629455 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     17: stress ratio > sratmax
##      3: scale factor of the gradient < sfgrmin
## Run 0 stress 0.1377991 
## Run 1 stress 0.1377964 
## ... New best solution
## ... Procrustes: rmse 0.00137538  max resid 0.009256742 
## ... Similar to previous best
## Run 2 stress 0.1745247 
## Run 3 stress 0.1602515 
## Run 4 stress 0.2026774 
## Run 5 stress 0.1617989 
## Run 6 stress 0.1441934 
## Run 7 stress 0.2198844 
## Run 8 stress 0.2063381 
## Run 9 stress 0.4149538 
## Run 10 stress 0.1444625 
## Run 11 stress 0.193718 
## Run 12 stress 0.1377964 
## ... Procrustes: rmse 0.00001585285  max resid 0.0001061246 
## ... Similar to previous best
## Run 13 stress 0.1378662 
## ... Procrustes: rmse 0.005674086  max resid 0.04995175 
## Run 14 stress 0.1377991 
## ... Procrustes: rmse 0.001384217  max resid 0.009380557 
## ... Similar to previous best
## Run 15 stress 0.207442 
## Run 16 stress 0.1451472 
## Run 17 stress 0.1603012 
## Run 18 stress 0.1401524 
## Run 19 stress 0.1768628 
## Run 20 stress 0.1735125 
## *** Best solution repeated 3 times
## Run 0 stress 0.1377991 
## Run 1 stress 0.1401533 
## Run 2 stress 0.173437 
## Run 3 stress 0.1771179 
## Run 4 stress 0.2026204 
## Run 5 stress 0.1748622 
## Run 6 stress 0.1378736 
## ... Procrustes: rmse 0.004747106  max resid 0.04815785 
## Run 7 stress 0.1673036 
## Run 8 stress 0.1486219 
## Run 9 stress 0.178145 
## Run 10 stress 0.1620881 
## Run 11 stress 0.17388 
## Run 12 stress 0.1378662 
## ... Procrustes: rmse 0.005039  max resid 0.048568 
## Run 13 stress 0.1965226 
## Run 14 stress 0.163955 
## Run 15 stress 0.1378662 
## ... Procrustes: rmse 0.005040633  max resid 0.04857547 
## Run 16 stress 0.1757989 
## Run 17 stress 0.1938983 
## Run 18 stress 0.2152036 
## Run 19 stress 0.1377964 
## ... New best solution
## ... Procrustes: rmse 0.001379028  max resid 0.009259545 
## ... Similar to previous best
## Run 20 stress 0.1595191 
## *** Best solution repeated 1 times
## Run 0 stress 0.1377991 
## Run 1 stress 0.1378359 
## ... Procrustes: rmse 0.002088912  max resid 0.01942824 
## Run 2 stress 0.2069183 
## Run 3 stress 0.1629368 
## Run 4 stress 0.2199024 
## Run 5 stress 0.1486482 
## Run 6 stress 0.1723703 
## Run 7 stress 0.1457313 
## Run 8 stress 0.1887657 
## Run 9 stress 0.1481493 
## Run 10 stress 0.1476284 
## Run 11 stress 0.1559675 
## Run 12 stress 0.1451526 
## Run 13 stress 0.1488982 
## Run 14 stress 0.1751583 
## Run 15 stress 0.1444679 
## Run 16 stress 0.1457316 
## Run 17 stress 0.2112582 
## Run 18 stress 0.1637444 
## Run 19 stress 0.1378358 
## ... Procrustes: rmse 0.002075726  max resid 0.01940208 
## Run 20 stress 0.1378133 
## ... Procrustes: rmse 0.001552292  max resid 0.01860455 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     15: stress ratio > sratmax
##      5: scale factor of the gradient < sfgrmin
## Run 0 stress 0.1377991 
## Run 1 stress 0.1427169 
## Run 2 stress 0.1869819 
## Run 3 stress 0.1402105 
## Run 4 stress 0.1546736 
## Run 5 stress 0.1378578 
## ... Procrustes: rmse 0.001911521  max resid 0.01481072 
## Run 6 stress 0.1559732 
## Run 7 stress 0.1436823 
## Run 8 stress 0.1486482 
## Run 9 stress 0.1451472 
## Run 10 stress 0.1378662 
## ... Procrustes: rmse 0.005039378  max resid 0.04857061 
## Run 11 stress 0.1444656 
## Run 12 stress 0.1613685 
## Run 13 stress 0.1378663 
## ... Procrustes: rmse 0.005053835  max resid 0.04861883 
## Run 14 stress 0.1854707 
## Run 15 stress 0.1378662 
## ... Procrustes: rmse 0.005037168  max resid 0.04856254 
## Run 16 stress 0.1566534 
## Run 17 stress 0.1857514 
## Run 18 stress 0.2105731 
## Run 19 stress 0.1740145 
## Run 20 stress 0.1756972 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      1: no. of iterations >= maxit
##     13: stress ratio > sratmax
##      6: scale factor of the gradient < sfgrmin
## Run 0 stress 0.1377991 
## Run 1 stress 0.1401545 
## Run 2 stress 0.2140167 
## Run 3 stress 0.1657105 
## Run 4 stress 0.1641311 
## Run 5 stress 0.1482583 
## Run 6 stress 0.1785745 
## Run 7 stress 0.1762088 
## Run 8 stress 0.1609743 
## Run 9 stress 0.1402143 
## Run 10 stress 0.1482583 
## Run 11 stress 0.1768903 
## Run 12 stress 0.2171827 
## Run 13 stress 0.1696644 
## Run 14 stress 0.147713 
## Run 15 stress 0.1378662 
## ... Procrustes: rmse 0.005029027  max resid 0.04853307 
## Run 16 stress 0.1486482 
## Run 17 stress 0.1842676 
## Run 18 stress 0.1633439 
## Run 19 stress 0.1756851 
## Run 20 stress 0.1740145 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     12: stress ratio > sratmax
##      8: scale factor of the gradient < sfgrmin
## Run 0 stress 0.1377991 
## Run 1 stress 0.1377972 
## ... New best solution
## ... Procrustes: rmse 0.001283586  max resid 0.00918464 
## ... Similar to previous best
## Run 2 stress 0.16056 
## Run 3 stress 0.2040943 
## Run 4 stress 0.1951007 
## Run 5 stress 0.1540014 
## Run 6 stress 0.1427169 
## Run 7 stress 0.1645506 
## Run 8 stress 0.1486482 
## Run 9 stress 0.1378836 
## ... Procrustes: rmse 0.004914866  max resid 0.0489129 
## Run 10 stress 0.2081094 
## Run 11 stress 0.1444656 
## Run 12 stress 0.1605845 
## Run 13 stress 0.1760124 
## Run 14 stress 0.1379056 
## ... Procrustes: rmse 0.004404465  max resid 0.04797475 
## Run 15 stress 0.1786559 
## Run 16 stress 0.1378133 
## ... Procrustes: rmse 0.002113001  max resid 0.01930937 
## Run 17 stress 0.1436855 
## Run 18 stress 0.1857218 
## Run 19 stress 0.1618731 
## Run 20 stress 0.1503925 
## *** Best solution repeated 1 times
## Run 0 stress 0.1377991 
## Run 1 stress 0.1436717 
## Run 2 stress 0.1809913 
## Run 3 stress 0.1457316 
## Run 4 stress 0.1402113 
## Run 5 stress 0.1444605 
## Run 6 stress 0.1378662 
## ... Procrustes: rmse 0.005038775  max resid 0.04857196 
## Run 7 stress 0.1402154 
## Run 8 stress 0.1377991 
## ... Procrustes: rmse 0.00001878141  max resid 0.0001774002 
## ... Similar to previous best
## Run 9 stress 0.1378662 
## ... Procrustes: rmse 0.005041794  max resid 0.04858016 
## Run 10 stress 0.1546657 
## Run 11 stress 0.1952574 
## Run 12 stress 0.1725654 
## Run 13 stress 0.1855515 
## Run 14 stress 0.1701639 
## Run 15 stress 0.1436819 
## Run 16 stress 0.1631336 
## Run 17 stress 0.148682 
## Run 18 stress 0.1441924 
## Run 19 stress 0.216571 
## Run 20 stress 0.1379056 
## ... Procrustes: rmse 0.003923636  max resid 0.0466348 
## *** Best solution repeated 1 times
## Run 0 stress 0.1377991 
## Run 1 stress 0.1427277 
## Run 2 stress 0.1377992 
## ... Procrustes: rmse 0.00005548049  max resid 0.0004439817 
## ... Similar to previous best
## Run 3 stress 0.1645553 
## Run 4 stress 0.1451811 
## Run 5 stress 0.1441924 
## Run 6 stress 0.1378662 
## ... Procrustes: rmse 0.005029456  max resid 0.04853123 
## Run 7 stress 0.2049201 
## Run 8 stress 0.1436717 
## Run 9 stress 0.205498 
## Run 10 stress 0.1478314 
## Run 11 stress 0.1764954 
## Run 12 stress 0.176382 
## Run 13 stress 0.2134415 
## Run 14 stress 0.1478273 
## Run 15 stress 0.1775181 
## Run 16 stress 0.1631226 
## Run 17 stress 0.1378738 
## ... Procrustes: rmse 0.004739429  max resid 0.04812948 
## Run 18 stress 0.1762173 
## Run 19 stress 0.1754852 
## Run 20 stress 0.1378662 
## ... Procrustes: rmse 0.005043084  max resid 0.04858487 
## *** Best solution repeated 1 times
## Run 0 stress 0.1377991 
## Run 1 stress 0.2120327 
## Run 2 stress 0.1587072 
## Run 3 stress 0.1781408 
## Run 4 stress 0.1478314 
## Run 5 stress 0.1545915 
## Run 6 stress 0.1436717 
## Run 7 stress 0.1378662 
## ... Procrustes: rmse 0.005037206  max resid 0.04856281 
## Run 8 stress 0.1482583 
## Run 9 stress 0.158872 
## Run 10 stress 0.1472151 
## Run 11 stress 0.137804 
## ... Procrustes: rmse 0.00101701  max resid 0.008543344 
## ... Similar to previous best
## Run 12 stress 0.2147406 
## Run 13 stress 0.144462 
## Run 14 stress 0.1652842 
## Run 15 stress 0.1545915 
## Run 16 stress 0.1774497 
## Run 17 stress 0.1444607 
## Run 18 stress 0.2173197 
## Run 19 stress 0.1471528 
## Run 20 stress 0.1595529 
## *** Best solution repeated 1 times
## Run 0 stress 0.08966825 
## Run 1 stress 0.08966838 
## ... Procrustes: rmse 0.0001201788  max resid 0.0006692364 
## ... Similar to previous best
## Run 2 stress 0.08966837 
## ... Procrustes: rmse 0.0000834657  max resid 0.0004428652 
## ... Similar to previous best
## Run 3 stress 0.08966838 
## ... Procrustes: rmse 0.00005400648  max resid 0.0003306812 
## ... Similar to previous best
## Run 4 stress 0.08966829 
## ... Procrustes: rmse 0.00009644171  max resid 0.0004955021 
## ... Similar to previous best
## Run 5 stress 0.08966838 
## ... Procrustes: rmse 0.00005472737  max resid 0.0003247478 
## ... Similar to previous best
## Run 6 stress 0.08966871 
## ... Procrustes: rmse 0.0001261085  max resid 0.00126353 
## ... Similar to previous best
## Run 7 stress 0.09679343 
## Run 8 stress 0.08966849 
## ... Procrustes: rmse 0.00007646778  max resid 0.0005468882 
## ... Similar to previous best
## Run 9 stress 0.08966823 
## ... New best solution
## ... Procrustes: rmse 0.00002963352  max resid 0.0001376367 
## ... Similar to previous best
## Run 10 stress 0.1004292 
## Run 11 stress 0.09769268 
## Run 12 stress 0.0896684 
## ... Procrustes: rmse 0.00007213459  max resid 0.000488395 
## ... Similar to previous best
## Run 13 stress 0.0896684 
## ... Procrustes: rmse 0.0001272345  max resid 0.0007749225 
## ... Similar to previous best
## Run 14 stress 0.1018522 
## Run 15 stress 0.08966844 
## ... Procrustes: rmse 0.0001411106  max resid 0.001065919 
## ... Similar to previous best
## Run 16 stress 0.08966836 
## ... Procrustes: rmse 0.00006542057  max resid 0.0004479426 
## ... Similar to previous best
## Run 17 stress 0.08966831 
## ... Procrustes: rmse 0.00004267449  max resid 0.0003747547 
## ... Similar to previous best
## Run 18 stress 0.08966833 
## ... Procrustes: rmse 0.00011944  max resid 0.0009899748 
## ... Similar to previous best
## Run 19 stress 0.08966839 
## ... Procrustes: rmse 0.00005886408  max resid 0.0004124672 
## ... Similar to previous best
## Run 20 stress 0.0896683 
## ... Procrustes: rmse 0.0000481939  max resid 0.0002848583 
## ... Similar to previous best
## *** Best solution repeated 9 times
## Run 0 stress 0.08966825 
## Run 1 stress 0.0896683 
## ... Procrustes: rmse 0.00003826949  max resid 0.0002738065 
## ... Similar to previous best
## Run 2 stress 0.08966828 
## ... Procrustes: rmse 0.00003122785  max resid 0.0001494714 
## ... Similar to previous best
## Run 3 stress 0.08966832 
## ... Procrustes: rmse 0.00004942376  max resid 0.0004114923 
## ... Similar to previous best
## Run 4 stress 0.08966821 
## ... New best solution
## ... Procrustes: rmse 0.00006526912  max resid 0.0003746714 
## ... Similar to previous best
## Run 5 stress 0.08966842 
## ... Procrustes: rmse 0.0001249837  max resid 0.0008817269 
## ... Similar to previous best
## Run 6 stress 0.08966827 
## ... Procrustes: rmse 0.00006419441  max resid 0.0005843112 
## ... Similar to previous best
## Run 7 stress 0.08966828 
## ... Procrustes: rmse 0.00007673366  max resid 0.0006655073 
## ... Similar to previous best
## Run 8 stress 0.08966846 
## ... Procrustes: rmse 0.0001175745  max resid 0.001047541 
## ... Similar to previous best
## Run 9 stress 0.08966847 
## ... Procrustes: rmse 0.0001285171  max resid 0.000712674 
## ... Similar to previous best
## Run 10 stress 0.08966823 
## ... Procrustes: rmse 0.00005395851  max resid 0.0003212922 
## ... Similar to previous best
## Run 11 stress 0.0896684 
## ... Procrustes: rmse 0.00009375477  max resid 0.0005330841 
## ... Similar to previous best
## Run 12 stress 0.08966823 
## ... Procrustes: rmse 0.00001739807  max resid 0.0001547337 
## ... Similar to previous best
## Run 13 stress 0.08966821 
## ... New best solution
## ... Procrustes: rmse 0.0000197477  max resid 0.00007612651 
## ... Similar to previous best
## Run 14 stress 0.08966849 
## ... Procrustes: rmse 0.0001280119  max resid 0.001214756 
## ... Similar to previous best
## Run 15 stress 0.09679466 
## Run 16 stress 0.09717033 
## Run 17 stress 0.08966827 
## ... Procrustes: rmse 0.00006351912  max resid 0.0003387702 
## ... Similar to previous best
## Run 18 stress 0.08966843 
## ... Procrustes: rmse 0.000109938  max resid 0.000598682 
## ... Similar to previous best
## Run 19 stress 0.09679201 
## Run 20 stress 0.08966867 
## ... Procrustes: rmse 0.000150819  max resid 0.001371113 
## ... Similar to previous best
## *** Best solution repeated 5 times
## Run 0 stress 0.08966825 
## Run 1 stress 0.08966826 
## ... Procrustes: rmse 0.00007002387  max resid 0.0005573647 
## ... Similar to previous best
## Run 2 stress 0.08966844 
## ... Procrustes: rmse 0.00004706151  max resid 0.0002583611 
## ... Similar to previous best
## Run 3 stress 0.08966843 
## ... Procrustes: rmse 0.0001263217  max resid 0.0006006988 
## ... Similar to previous best
## Run 4 stress 0.08966832 
## ... Procrustes: rmse 0.0001195975  max resid 0.0006801572 
## ... Similar to previous best
## Run 5 stress 0.08966848 
## ... Procrustes: rmse 0.00006305413  max resid 0.0004025675 
## ... Similar to previous best
## Run 6 stress 0.0896683 
## ... Procrustes: rmse 0.00005546015  max resid 0.0003910283 
## ... Similar to previous best
## Run 7 stress 0.08966834 
## ... Procrustes: rmse 0.0001132809  max resid 0.0005607833 
## ... Similar to previous best
## Run 8 stress 0.08966892 
## ... Procrustes: rmse 0.0001672695  max resid 0.001705209 
## ... Similar to previous best
## Run 9 stress 0.08966824 
## ... New best solution
## ... Procrustes: rmse 0.00006796665  max resid 0.0004474044 
## ... Similar to previous best
## Run 10 stress 0.09186476 
## Run 11 stress 0.0968247 
## Run 12 stress 0.08966852 
## ... Procrustes: rmse 0.0001048298  max resid 0.0007994637 
## ... Similar to previous best
## Run 13 stress 0.08966829 
## ... Procrustes: rmse 0.00006251339  max resid 0.0003975721 
## ... Similar to previous best
## Run 14 stress 0.08966826 
## ... Procrustes: rmse 0.00005529833  max resid 0.0003900291 
## ... Similar to previous best
## Run 15 stress 0.08966849 
## ... Procrustes: rmse 0.0001352552  max resid 0.00076526 
## ... Similar to previous best
## Run 16 stress 0.08966832 
## ... Procrustes: rmse 0.00009209269  max resid 0.0007990436 
## ... Similar to previous best
## Run 17 stress 0.09679437 
## Run 18 stress 0.0896683 
## ... Procrustes: rmse 0.00007023606  max resid 0.0004854551 
## ... Similar to previous best
## Run 19 stress 0.08966824 
## ... New best solution
## ... Procrustes: rmse 0.00006709094  max resid 0.0005466318 
## ... Similar to previous best
## Run 20 stress 0.08966843 
## ... Procrustes: rmse 0.000136491  max resid 0.001254472 
## ... Similar to previous best
## *** Best solution repeated 2 times
## Run 0 stress 0.08966825 
## Run 1 stress 0.08966833 
## ... Procrustes: rmse 0.0001027653  max resid 0.0005446455 
## ... Similar to previous best
## Run 2 stress 0.08966832 
## ... Procrustes: rmse 0.00003997507  max resid 0.0002432262 
## ... Similar to previous best
## Run 3 stress 0.08966831 
## ... Procrustes: rmse 0.0001163818  max resid 0.0008684392 
## ... Similar to previous best
## Run 4 stress 0.08966846 
## ... Procrustes: rmse 0.0001603046  max resid 0.001266486 
## ... Similar to previous best
## Run 5 stress 0.08966847 
## ... Procrustes: rmse 0.0000680085  max resid 0.0004064676 
## ... Similar to previous best
## Run 6 stress 0.100821 
## Run 7 stress 0.0896685 
## ... Procrustes: rmse 0.0000772382  max resid 0.0003918655 
## ... Similar to previous best
## Run 8 stress 0.08966824 
## ... New best solution
## ... Procrustes: rmse 0.00001958155  max resid 0.0001216122 
## ... Similar to previous best
## Run 9 stress 0.08966825 
## ... Procrustes: rmse 0.00008854509  max resid 0.0006744493 
## ... Similar to previous best
## Run 10 stress 0.08966832 
## ... Procrustes: rmse 0.00003144562  max resid 0.0002209255 
## ... Similar to previous best
## Run 11 stress 0.08966823 
## ... New best solution
## ... Procrustes: rmse 0.000004937246  max resid 0.00003377803 
## ... Similar to previous best
## Run 12 stress 0.08966935 
## ... Procrustes: rmse 0.0001883128  max resid 0.001322292 
## ... Similar to previous best
## Run 13 stress 0.08966827 
## ... Procrustes: rmse 0.00008689601  max resid 0.00043979 
## ... Similar to previous best
## Run 14 stress 0.08966821 
## ... New best solution
## ... Procrustes: rmse 0.00003607137  max resid 0.000219251 
## ... Similar to previous best
## Run 15 stress 0.08966822 
## ... Procrustes: rmse 0.00002830084  max resid 0.0002042396 
## ... Similar to previous best
## Run 16 stress 0.08966842 
## ... Procrustes: rmse 0.00009273303  max resid 0.0006229941 
## ... Similar to previous best
## Run 17 stress 0.08966831 
## ... Procrustes: rmse 0.00006493062  max resid 0.0004746881 
## ... Similar to previous best
## Run 18 stress 0.08966853 
## ... Procrustes: rmse 0.00013909  max resid 0.0009494708 
## ... Similar to previous best
## Run 19 stress 0.08966832 
## ... Procrustes: rmse 0.00006931878  max resid 0.000424512 
## ... Similar to previous best
## Run 20 stress 0.08966826 
## ... Procrustes: rmse 0.00006245996  max resid 0.0005521421 
## ... Similar to previous best
## *** Best solution repeated 7 times
## Run 0 stress 0.08966825 
## Run 1 stress 0.08966829 
## ... Procrustes: rmse 0.00003046635  max resid 0.0001896314 
## ... Similar to previous best
## Run 2 stress 0.08966824 
## ... New best solution
## ... Procrustes: rmse 0.00002168303  max resid 0.0001266722 
## ... Similar to previous best
## Run 3 stress 0.08966844 
## ... Procrustes: rmse 0.00006769378  max resid 0.0004740808 
## ... Similar to previous best
## Run 4 stress 0.08966824 
## ... New best solution
## ... Procrustes: rmse 0.00008304446  max resid 0.0005793669 
## ... Similar to previous best
## Run 5 stress 0.08966848 
## ... Procrustes: rmse 0.0000769594  max resid 0.0006880452 
## ... Similar to previous best
## Run 6 stress 0.08966831 
## ... Procrustes: rmse 0.0001104336  max resid 0.0006936293 
## ... Similar to previous best
## Run 7 stress 0.08966825 
## ... Procrustes: rmse 0.0000240771  max resid 0.0002207283 
## ... Similar to previous best
## Run 8 stress 0.08966833 
## ... Procrustes: rmse 0.00004990337  max resid 0.0004204685 
## ... Similar to previous best
## Run 9 stress 0.0917915 
## Run 10 stress 0.08966822 
## ... New best solution
## ... Procrustes: rmse 0.00007439361  max resid 0.0005892246 
## ... Similar to previous best
## Run 11 stress 0.08966822 
## ... New best solution
## ... Procrustes: rmse 0.00005483747  max resid 0.0004075223 
## ... Similar to previous best
## Run 12 stress 0.08966837 
## ... Procrustes: rmse 0.00006483769  max resid 0.0003987123 
## ... Similar to previous best
## Run 13 stress 0.08966826 
## ... Procrustes: rmse 0.00006005694  max resid 0.0005476352 
## ... Similar to previous best
## Run 14 stress 0.08966822 
## ... Procrustes: rmse 0.00002374205  max resid 0.0001263767 
## ... Similar to previous best
## Run 15 stress 0.08966831 
## ... Procrustes: rmse 0.00004638671  max resid 0.0003941699 
## ... Similar to previous best
## Run 16 stress 0.08966822 
## ... Procrustes: rmse 0.0000232739  max resid 0.000145132 
## ... Similar to previous best
## Run 17 stress 0.08966826 
## ... Procrustes: rmse 0.00005649066  max resid 0.0005066547 
## ... Similar to previous best
## Run 18 stress 0.08966825 
## ... Procrustes: rmse 0.00006951295  max resid 0.0003914906 
## ... Similar to previous best
## Run 19 stress 0.08966856 
## ... Procrustes: rmse 0.0001195805  max resid 0.001004674 
## ... Similar to previous best
## Run 20 stress 0.09682486 
## *** Best solution repeated 9 times
## Run 0 stress 0.08966825 
## Run 1 stress 0.08966839 
## ... Procrustes: rmse 0.0001185997  max resid 0.0007266054 
## ... Similar to previous best
## Run 2 stress 0.09817049 
## Run 3 stress 0.08966859 
## ... Procrustes: rmse 0.000185997  max resid 0.001693093 
## ... Similar to previous best
## Run 4 stress 0.1022687 
## Run 5 stress 0.0896683 
## ... Procrustes: rmse 0.0000921631  max resid 0.0005596892 
## ... Similar to previous best
## Run 6 stress 0.08966853 
## ... Procrustes: rmse 0.0001060764  max resid 0.0006477379 
## ... Similar to previous best
## Run 7 stress 0.08966846 
## ... Procrustes: rmse 0.00008792749  max resid 0.0007368544 
## ... Similar to previous best
## Run 8 stress 0.08966827 
## ... Procrustes: rmse 0.00003083478  max resid 0.0002398634 
## ... Similar to previous best
## Run 9 stress 0.08966832 
## ... Procrustes: rmse 0.00004284945  max resid 0.0003594875 
## ... Similar to previous best
## Run 10 stress 0.08966831 
## ... Procrustes: rmse 0.00003270707  max resid 0.000206786 
## ... Similar to previous best
## Run 11 stress 0.08966835 
## ... Procrustes: rmse 0.00005387866  max resid 0.0005022825 
## ... Similar to previous best
## Run 12 stress 0.08966828 
## ... Procrustes: rmse 0.00009261572  max resid 0.000749212 
## ... Similar to previous best
## Run 13 stress 0.08966825 
## ... Procrustes: rmse 0.00007186189  max resid 0.0006612475 
## ... Similar to previous best
## Run 14 stress 0.08966837 
## ... Procrustes: rmse 0.00006803628  max resid 0.0003823455 
## ... Similar to previous best
## Run 15 stress 0.09679274 
## Run 16 stress 0.09816342 
## Run 17 stress 0.09718075 
## Run 18 stress 0.08966836 
## ... Procrustes: rmse 0.0001191391  max resid 0.0005337049 
## ... Similar to previous best
## Run 19 stress 0.08966848 
## ... Procrustes: rmse 0.0001015197  max resid 0.0007863664 
## ... Similar to previous best
## Run 20 stress 0.09679484 
## *** Best solution repeated 14 times
## Run 0 stress 0.08966825 
## Run 1 stress 0.09679485 
## Run 2 stress 0.08966851 
## ... Procrustes: rmse 0.00008189257  max resid 0.0004750332 
## ... Similar to previous best
## Run 3 stress 0.08966829 
## ... Procrustes: rmse 0.0001013149  max resid 0.0005505306 
## ... Similar to previous best
## Run 4 stress 0.08966845 
## ... Procrustes: rmse 0.00005699445  max resid 0.0002946255 
## ... Similar to previous best
## Run 5 stress 0.09816369 
## Run 6 stress 0.0896687 
## ... Procrustes: rmse 0.0001283344  max resid 0.001293811 
## ... Similar to previous best
## Run 7 stress 0.08966836 
## ... Procrustes: rmse 0.00004936483  max resid 0.0002696914 
## ... Similar to previous best
## Run 8 stress 0.09682461 
## Run 9 stress 0.08966825 
## ... New best solution
## ... Procrustes: rmse 0.00001730747  max resid 0.00009891855 
## ... Similar to previous best
## Run 10 stress 0.08967367 
## ... Procrustes: rmse 0.0005666123  max resid 0.003796469 
## ... Similar to previous best
## Run 11 stress 0.08966822 
## ... New best solution
## ... Procrustes: rmse 0.00005940595  max resid 0.0004278823 
## ... Similar to previous best
## Run 12 stress 0.1034065 
## Run 13 stress 0.08966833 
## ... Procrustes: rmse 0.00009270998  max resid 0.0007891003 
## ... Similar to previous best
## Run 14 stress 0.08966827 
## ... Procrustes: rmse 0.00007072813  max resid 0.0004752586 
## ... Similar to previous best
## Run 15 stress 0.08966872 
## ... Procrustes: rmse 0.0001633231  max resid 0.001444844 
## ... Similar to previous best
## Run 16 stress 0.0896683 
## ... Procrustes: rmse 0.00005404569  max resid 0.0004014737 
## ... Similar to previous best
## Run 17 stress 0.08966823 
## ... Procrustes: rmse 0.00005039601  max resid 0.0002945077 
## ... Similar to previous best
## Run 18 stress 0.08966821 
## ... New best solution
## ... Procrustes: rmse 0.00001579392  max resid 0.0001303669 
## ... Similar to previous best
## Run 19 stress 0.08966821 
## ... New best solution
## ... Procrustes: rmse 0.00002253233  max resid 0.0001419852 
## ... Similar to previous best
## Run 20 stress 0.08966832 
## ... Procrustes: rmse 0.00007284222  max resid 0.0004192028 
## ... Similar to previous best
## *** Best solution repeated 2 times
## Run 0 stress 0.08966825 
## Run 1 stress 0.08966826 
## ... Procrustes: rmse 0.00002034167  max resid 0.0001066853 
## ... Similar to previous best
## Run 2 stress 0.08966841 
## ... Procrustes: rmse 0.0000711094  max resid 0.0006402233 
## ... Similar to previous best
## Run 3 stress 0.08966836 
## ... Procrustes: rmse 0.00008799473  max resid 0.000789958 
## ... Similar to previous best
## Run 4 stress 0.08966822 
## ... New best solution
## ... Procrustes: rmse 0.00002623085  max resid 0.0001489785 
## ... Similar to previous best
## Run 5 stress 0.09682561 
## Run 6 stress 0.1025602 
## Run 7 stress 0.08966836 
## ... Procrustes: rmse 0.00007955903  max resid 0.0004509688 
## ... Similar to previous best
## Run 8 stress 0.08966852 
## ... Procrustes: rmse 0.0000893453  max resid 0.0006046979 
## ... Similar to previous best
## Run 9 stress 0.08966842 
## ... Procrustes: rmse 0.00006962482  max resid 0.0004472015 
## ... Similar to previous best
## Run 10 stress 0.08966844 
## ... Procrustes: rmse 0.00009311222  max resid 0.0009419475 
## ... Similar to previous best
## Run 11 stress 0.08966834 
## ... Procrustes: rmse 0.00005413664  max resid 0.0005160034 
## ... Similar to previous best
## Run 12 stress 0.09682556 
## Run 13 stress 0.09849325 
## Run 14 stress 0.08966856 
## ... Procrustes: rmse 0.0001570839  max resid 0.001575327 
## ... Similar to previous best
## Run 15 stress 0.1024578 
## Run 16 stress 0.08966825 
## ... Procrustes: rmse 0.0000369539  max resid 0.0002767802 
## ... Similar to previous best
## Run 17 stress 0.08966842 
## ... Procrustes: rmse 0.0001145853  max resid 0.000616734 
## ... Similar to previous best
## Run 18 stress 0.08966844 
## ... Procrustes: rmse 0.00008153908  max resid 0.0007154812 
## ... Similar to previous best
## Run 19 stress 0.08966834 
## ... Procrustes: rmse 0.00009084821  max resid 0.000876897 
## ... Similar to previous best
## Run 20 stress 0.08966846 
## ... Procrustes: rmse 0.00008269052  max resid 0.0005872368 
## ... Similar to previous best
## *** Best solution repeated 12 times
## Run 0 stress 0.08966825 
## Run 1 stress 0.1028412 
## Run 2 stress 0.08966853 
## ... Procrustes: rmse 0.0001706777  max resid 0.001169035 
## ... Similar to previous best
## Run 3 stress 0.08966844 
## ... Procrustes: rmse 0.0001258567  max resid 0.0009574063 
## ... Similar to previous best
## Run 4 stress 0.08966837 
## ... Procrustes: rmse 0.00005168785  max resid 0.0002335759 
## ... Similar to previous best
## Run 5 stress 0.08966832 
## ... Procrustes: rmse 0.00003956944  max resid 0.0002345092 
## ... Similar to previous best
## Run 6 stress 0.08966823 
## ... New best solution
## ... Procrustes: rmse 0.00002231823  max resid 0.0001228998 
## ... Similar to previous best
## Run 7 stress 0.08966845 
## ... Procrustes: rmse 0.00006511627  max resid 0.0004615844 
## ... Similar to previous best
## Run 8 stress 0.09816444 
## Run 9 stress 0.08966825 
## ... Procrustes: rmse 0.00003048492  max resid 0.0002802492 
## ... Similar to previous best
## Run 10 stress 0.08966841 
## ... Procrustes: rmse 0.000067561  max resid 0.0004100066 
## ... Similar to previous best
## Run 11 stress 0.08966837 
## ... Procrustes: rmse 0.0001251853  max resid 0.0009710167 
## ... Similar to previous best
## Run 12 stress 0.1004802 
## Run 13 stress 0.08966827 
## ... Procrustes: rmse 0.00003409372  max resid 0.000327227 
## ... Similar to previous best
## Run 14 stress 0.08966827 
## ... Procrustes: rmse 0.00002341732  max resid 0.0001537159 
## ... Similar to previous best
## Run 15 stress 0.08966831 
## ... Procrustes: rmse 0.00003989596  max resid 0.0002238775 
## ... Similar to previous best
## Run 16 stress 0.08966829 
## ... Procrustes: rmse 0.00004992018  max resid 0.0002795682 
## ... Similar to previous best
## Run 17 stress 0.09679208 
## Run 18 stress 0.08966847 
## ... Procrustes: rmse 0.0001483249  max resid 0.001025093 
## ... Similar to previous best
## Run 19 stress 0.08966831 
## ... Procrustes: rmse 0.00002705049  max resid 0.0001447685 
## ... Similar to previous best
## Run 20 stress 0.08966825 
## ... Procrustes: rmse 0.00004125987  max resid 0.0003159971 
## ... Similar to previous best
## *** Best solution repeated 12 times
## Run 0 stress 0.08966825 
## Run 1 stress 0.08966851 
## ... Procrustes: rmse 0.00009253209  max resid 0.000724491 
## ... Similar to previous best
## Run 2 stress 0.08966831 
## ... Procrustes: rmse 0.00003621101  max resid 0.000206092 
## ... Similar to previous best
## Run 3 stress 0.08966835 
## ... Procrustes: rmse 0.0001286665  max resid 0.0009044677 
## ... Similar to previous best
## Run 4 stress 0.08966841 
## ... Procrustes: rmse 0.0001277503  max resid 0.0007009306 
## ... Similar to previous best
## Run 5 stress 0.1002417 
## Run 6 stress 0.08966841 
## ... Procrustes: rmse 0.00005835982  max resid 0.0003698833 
## ... Similar to previous best
## Run 7 stress 0.09682571 
## Run 8 stress 0.08966838 
## ... Procrustes: rmse 0.00005837046  max resid 0.0005853331 
## ... Similar to previous best
## Run 9 stress 0.08966823 
## ... New best solution
## ... Procrustes: rmse 0.00003124086  max resid 0.0001461591 
## ... Similar to previous best
## Run 10 stress 0.09682612 
## Run 11 stress 0.1018454 
## Run 12 stress 0.09679194 
## Run 13 stress 0.08966837 
## ... Procrustes: rmse 0.00006536151  max resid 0.0006404571 
## ... Similar to previous best
## Run 14 stress 0.08966848 
## ... Procrustes: rmse 0.0001542272  max resid 0.001204429 
## ... Similar to previous best
## Run 15 stress 0.08966835 
## ... Procrustes: rmse 0.00008340199  max resid 0.0004921898 
## ... Similar to previous best
## Run 16 stress 0.08966831 
## ... Procrustes: rmse 0.00003909866  max resid 0.0002558893 
## ... Similar to previous best
## Run 17 stress 0.0981523 
## Run 18 stress 0.08966832 
## ... Procrustes: rmse 0.00005770691  max resid 0.000309686 
## ... Similar to previous best
## Run 19 stress 0.0896686 
## ... Procrustes: rmse 0.0001884031  max resid 0.001458598 
## ... Similar to previous best
## Run 20 stress 0.08966839 
## ... Procrustes: rmse 0.0001305434  max resid 0.001177177 
## ... Similar to previous best
## *** Best solution repeated 8 times
## Run 0 stress 0.06447817 
## Run 1 stress 0.06447818 
## ... Procrustes: rmse 0.0001480784  max resid 0.0007819576 
## ... Similar to previous best
## Run 2 stress 0.06447832 
## ... Procrustes: rmse 0.0001380515  max resid 0.001362439 
## ... Similar to previous best
## Run 3 stress 0.06447807 
## ... New best solution
## ... Procrustes: rmse 0.0001533485  max resid 0.0005941136 
## ... Similar to previous best
## Run 4 stress 0.06447814 
## ... Procrustes: rmse 0.0001435303  max resid 0.0005395351 
## ... Similar to previous best
## Run 5 stress 0.064478 
## ... New best solution
## ... Procrustes: rmse 0.00006776658  max resid 0.000544261 
## ... Similar to previous best
## Run 6 stress 0.06447808 
## ... Procrustes: rmse 0.00005864096  max resid 0.0004347574 
## ... Similar to previous best
## Run 7 stress 0.06447835 
## ... Procrustes: rmse 0.0001735433  max resid 0.001899337 
## ... Similar to previous best
## Run 8 stress 0.06447804 
## ... Procrustes: rmse 0.0000601441  max resid 0.0006151583 
## ... Similar to previous best
## Run 9 stress 0.06447801 
## ... Procrustes: rmse 0.00007917768  max resid 0.0004316929 
## ... Similar to previous best
## Run 10 stress 0.06447853 
## ... Procrustes: rmse 0.0001905415  max resid 0.002153178 
## ... Similar to previous best
## Run 11 stress 0.06447825 
## ... Procrustes: rmse 0.00009385088  max resid 0.0002490091 
## ... Similar to previous best
## Run 12 stress 0.065642 
## Run 13 stress 0.06447813 
## ... Procrustes: rmse 0.0001045976  max resid 0.0006992683 
## ... Similar to previous best
## Run 14 stress 0.06447829 
## ... Procrustes: rmse 0.0001655156  max resid 0.0006030695 
## ... Similar to previous best
## Run 15 stress 0.06447799 
## ... New best solution
## ... Procrustes: rmse 0.00003075501  max resid 0.000207181 
## ... Similar to previous best
## Run 16 stress 0.06565619 
## Run 17 stress 0.06562245 
## Run 18 stress 0.06560575 
## Run 19 stress 0.06447804 
## ... Procrustes: rmse 0.0000260113  max resid 0.0001815154 
## ... Similar to previous best
## Run 20 stress 0.06447818 
## ... Procrustes: rmse 0.00008994811  max resid 0.0007721815 
## ... Similar to previous best
## *** Best solution repeated 3 times
## Run 0 stress 0.06447817 
## Run 1 stress 0.06447818 
## ... Procrustes: rmse 0.0001600287  max resid 0.0008759476 
## ... Similar to previous best
## Run 2 stress 0.06562734 
## Run 3 stress 0.06448089 
## ... Procrustes: rmse 0.0003653137  max resid 0.003311852 
## ... Similar to previous best
## Run 4 stress 0.06447801 
## ... New best solution
## ... Procrustes: rmse 0.0001409674  max resid 0.0005535354 
## ... Similar to previous best
## Run 5 stress 0.06474187 
## ... Procrustes: rmse 0.003589554  max resid 0.022522 
## Run 6 stress 0.06447812 
## ... Procrustes: rmse 0.00009525463  max resid 0.0003897138 
## ... Similar to previous best
## Run 7 stress 0.0644782 
## ... Procrustes: rmse 0.0001107695  max resid 0.0009829507 
## ... Similar to previous best
## Run 8 stress 0.06447805 
## ... Procrustes: rmse 0.00009802091  max resid 0.0007440309 
## ... Similar to previous best
## Run 9 stress 0.06563394 
## Run 10 stress 0.06447841 
## ... Procrustes: rmse 0.0001340449  max resid 0.0005539138 
## ... Similar to previous best
## Run 11 stress 0.06561603 
## Run 12 stress 0.06563677 
## Run 13 stress 0.06564205 
## Run 14 stress 0.06563154 
## Run 15 stress 0.06564285 
## Run 16 stress 0.06447812 
## ... Procrustes: rmse 0.00009438556  max resid 0.0007327157 
## ... Similar to previous best
## Run 17 stress 0.06447805 
## ... Procrustes: rmse 0.00009101909  max resid 0.0006975405 
## ... Similar to previous best
## Run 18 stress 0.0644782 
## ... Procrustes: rmse 0.0001187525  max resid 0.0006178946 
## ... Similar to previous best
## Run 19 stress 0.06447798 
## ... New best solution
## ... Procrustes: rmse 0.00003824566  max resid 0.0002417753 
## ... Similar to previous best
## Run 20 stress 0.06562471 
## *** Best solution repeated 1 times
## Run 0 stress 0.06447817 
## Run 1 stress 0.06447804 
## ... New best solution
## ... Procrustes: rmse 0.000125688  max resid 0.0005879754 
## ... Similar to previous best
## Run 2 stress 0.06448087 
## ... Procrustes: rmse 0.0003942656  max resid 0.003226806 
## ... Similar to previous best
## Run 3 stress 0.06562774 
## Run 4 stress 0.06447838 
## ... Procrustes: rmse 0.000166165  max resid 0.0008193868 
## ... Similar to previous best
## Run 5 stress 0.06447822 
## ... Procrustes: rmse 0.00011852  max resid 0.0009972952 
## ... Similar to previous best
## Run 6 stress 0.065633 
## Run 7 stress 0.06447808 
## ... Procrustes: rmse 0.00009671303  max resid 0.0007604871 
## ... Similar to previous best
## Run 8 stress 0.06562888 
## Run 9 stress 0.06447806 
## ... Procrustes: rmse 0.0001246351  max resid 0.001067635 
## ... Similar to previous best
## Run 10 stress 0.06447817 
## ... Procrustes: rmse 0.00008270989  max resid 0.0006547855 
## ... Similar to previous best
## Run 11 stress 0.06447815 
## ... Procrustes: rmse 0.00004607354  max resid 0.0004256048 
## ... Similar to previous best
## Run 12 stress 0.06562839 
## Run 13 stress 0.06447807 
## ... Procrustes: rmse 0.0001004001  max resid 0.0005514282 
## ... Similar to previous best
## Run 14 stress 0.06447832 
## ... Procrustes: rmse 0.0001412435  max resid 0.000525177 
## ... Similar to previous best
## Run 15 stress 0.06447814 
## ... Procrustes: rmse 0.0001094612  max resid 0.0008035955 
## ... Similar to previous best
## Run 16 stress 0.0644782 
## ... Procrustes: rmse 0.0001329561  max resid 0.0006854156 
## ... Similar to previous best
## Run 17 stress 0.06447848 
## ... Procrustes: rmse 0.0001475138  max resid 0.001520086 
## ... Similar to previous best
## Run 18 stress 0.06447815 
## ... Procrustes: rmse 0.0001235662  max resid 0.0006168777 
## ... Similar to previous best
## Run 19 stress 0.06447824 
## ... Procrustes: rmse 0.0001145867  max resid 0.0006764895 
## ... Similar to previous best
## Run 20 stress 0.06447818 
## ... Procrustes: rmse 0.00005450316  max resid 0.0004860234 
## ... Similar to previous best
## *** Best solution repeated 16 times
## Run 0 stress 0.06447817 
## Run 1 stress 0.06447821 
## ... Procrustes: rmse 0.0001661646  max resid 0.00140402 
## ... Similar to previous best
## Run 2 stress 0.06447803 
## ... New best solution
## ... Procrustes: rmse 0.0001453152  max resid 0.0005336964 
## ... Similar to previous best
## Run 3 stress 0.06447828 
## ... Procrustes: rmse 0.0001199854  max resid 0.001079621 
## ... Similar to previous best
## Run 4 stress 0.06563914 
## Run 5 stress 0.06565305 
## Run 6 stress 0.06447833 
## ... Procrustes: rmse 0.0001404881  max resid 0.0007653724 
## ... Similar to previous best
## Run 7 stress 0.06447824 
## ... Procrustes: rmse 0.0001193834  max resid 0.0009146885 
## ... Similar to previous best
## Run 8 stress 0.06562729 
## Run 9 stress 0.06447808 
## ... Procrustes: rmse 0.00009032137  max resid 0.0005847784 
## ... Similar to previous best
## Run 10 stress 0.06447818 
## ... Procrustes: rmse 0.00009989233  max resid 0.0008297487 
## ... Similar to previous best
## Run 11 stress 0.06447829 
## ... Procrustes: rmse 0.00008481003  max resid 0.0006848625 
## ... Similar to previous best
## Run 12 stress 0.064478 
## ... New best solution
## ... Procrustes: rmse 0.00006580793  max resid 0.0003909574 
## ... Similar to previous best
## Run 13 stress 0.06562105 
## Run 14 stress 0.06447813 
## ... Procrustes: rmse 0.0001067268  max resid 0.00095811 
## ... Similar to previous best
## Run 15 stress 0.0653193 
## Run 16 stress 0.06447822 
## ... Procrustes: rmse 0.000153913  max resid 0.0009966673 
## ... Similar to previous best
## Run 17 stress 0.06562429 
## Run 18 stress 0.0644781 
## ... Procrustes: rmse 0.00007364859  max resid 0.000598798 
## ... Similar to previous best
## Run 19 stress 0.06447808 
## ... Procrustes: rmse 0.0001178685  max resid 0.0009607406 
## ... Similar to previous best
## Run 20 stress 0.06563261 
## *** Best solution repeated 5 times
## Run 0 stress 0.06447817 
## Run 1 stress 0.06563328 
## Run 2 stress 0.06447838 
## ... Procrustes: rmse 0.0002437915  max resid 0.0007933179 
## ... Similar to previous best
## Run 3 stress 0.06562995 
## Run 4 stress 0.06447813 
## ... New best solution
## ... Procrustes: rmse 0.000150731  max resid 0.0007781389 
## ... Similar to previous best
## Run 5 stress 0.06447838 
## ... Procrustes: rmse 0.0001558885  max resid 0.001077914 
## ... Similar to previous best
## Run 6 stress 0.06562602 
## Run 7 stress 0.06447849 
## ... Procrustes: rmse 0.0002130305  max resid 0.002074481 
## ... Similar to previous best
## Run 8 stress 0.06447808 
## ... New best solution
## ... Procrustes: rmse 0.00002889259  max resid 0.0001304794 
## ... Similar to previous best
## Run 9 stress 0.06447824 
## ... Procrustes: rmse 0.0001557184  max resid 0.0008244237 
## ... Similar to previous best
## Run 10 stress 0.06447806 
## ... New best solution
## ... Procrustes: rmse 0.0001031049  max resid 0.0006482638 
## ... Similar to previous best
## Run 11 stress 0.06562967 
## Run 12 stress 0.06447834 
## ... Procrustes: rmse 0.0001764518  max resid 0.001576176 
## ... Similar to previous best
## Run 13 stress 0.06563082 
## Run 14 stress 0.06447808 
## ... Procrustes: rmse 0.00003276527  max resid 0.0003234521 
## ... Similar to previous best
## Run 15 stress 0.06447825 
## ... Procrustes: rmse 0.00006647981  max resid 0.0004675355 
## ... Similar to previous best
## Run 16 stress 0.06563047 
## Run 17 stress 0.06562501 
## Run 18 stress 0.06447804 
## ... New best solution
## ... Procrustes: rmse 0.0001210757  max resid 0.0008995284 
## ... Similar to previous best
## Run 19 stress 0.0645744 
## ... Procrustes: rmse 0.002048859  max resid 0.01473692 
## Run 20 stress 0.06447808 
## ... Procrustes: rmse 0.000140855  max resid 0.001052106 
## ... Similar to previous best
## *** Best solution repeated 2 times
## Run 0 stress 0.06447817 
## Run 1 stress 0.06447801 
## ... New best solution
## ... Procrustes: rmse 0.0001229923  max resid 0.0003844903 
## ... Similar to previous best
## Run 2 stress 0.06447804 
## ... Procrustes: rmse 0.0000819708  max resid 0.0005349618 
## ... Similar to previous best
## Run 3 stress 0.06447801 
## ... Procrustes: rmse 0.00007056128  max resid 0.00045745 
## ... Similar to previous best
## Run 4 stress 0.06586104 
## Run 5 stress 0.064478 
## ... New best solution
## ... Procrustes: rmse 0.00007291028  max resid 0.0005432246 
## ... Similar to previous best
## Run 6 stress 0.06447802 
## ... Procrustes: rmse 0.0000737656  max resid 0.0002948004 
## ... Similar to previous best
## Run 7 stress 0.06447807 
## ... Procrustes: rmse 0.00006957816  max resid 0.0005124313 
## ... Similar to previous best
## Run 8 stress 0.06452715 
## ... Procrustes: rmse 0.001346639  max resid 0.008987914 
## ... Similar to previous best
## Run 9 stress 0.06447823 
## ... Procrustes: rmse 0.0001349426  max resid 0.0008652627 
## ... Similar to previous best
## Run 10 stress 0.06447824 
## ... Procrustes: rmse 0.00009192056  max resid 0.0006879919 
## ... Similar to previous best
## Run 11 stress 0.06447814 
## ... Procrustes: rmse 0.0001283064  max resid 0.0009696336 
## ... Similar to previous best
## Run 12 stress 0.06447797 
## ... New best solution
## ... Procrustes: rmse 0.00004529359  max resid 0.0002918809 
## ... Similar to previous best
## Run 13 stress 0.06563225 
## Run 14 stress 0.06447834 
## ... Procrustes: rmse 0.0001496814  max resid 0.001670008 
## ... Similar to previous best
## Run 15 stress 0.06447857 
## ... Procrustes: rmse 0.000176338  max resid 0.000525564 
## ... Similar to previous best
## Run 16 stress 0.06447826 
## ... Procrustes: rmse 0.0001298977  max resid 0.0006638907 
## ... Similar to previous best
## Run 17 stress 0.06448618 
## ... Procrustes: rmse 0.0006226327  max resid 0.006178263 
## ... Similar to previous best
## Run 18 stress 0.06447821 
## ... Procrustes: rmse 0.0001179828  max resid 0.0005852843 
## ... Similar to previous best
## Run 19 stress 0.06447838 
## ... Procrustes: rmse 0.0001531541  max resid 0.000517678 
## ... Similar to previous best
## Run 20 stress 0.06447819 
## ... Procrustes: rmse 0.0001063604  max resid 0.0003465488 
## ... Similar to previous best
## *** Best solution repeated 8 times
## Run 0 stress 0.06447817 
## Run 1 stress 0.06447827 
## ... Procrustes: rmse 0.0001697458  max resid 0.001015434 
## ... Similar to previous best
## Run 2 stress 0.0656271 
## Run 3 stress 0.0644782 
## ... Procrustes: rmse 0.0001586589  max resid 0.001404319 
## ... Similar to previous best
## Run 4 stress 0.06447805 
## ... New best solution
## ... Procrustes: rmse 0.0001396699  max resid 0.0008594312 
## ... Similar to previous best
## Run 5 stress 0.06563325 
## Run 6 stress 0.06447796 
## ... New best solution
## ... Procrustes: rmse 0.00007893684  max resid 0.0008696239 
## ... Similar to previous best
## Run 7 stress 0.06562929 
## Run 8 stress 0.06447812 
## ... Procrustes: rmse 0.00008770585  max resid 0.0007495084 
## ... Similar to previous best
## Run 9 stress 0.06447828 
## ... Procrustes: rmse 0.0001144985  max resid 0.0005315112 
## ... Similar to previous best
## Run 10 stress 0.0644781 
## ... Procrustes: rmse 0.00007564571  max resid 0.0007068101 
## ... Similar to previous best
## Run 11 stress 0.0644781 
## ... Procrustes: rmse 0.0001043243  max resid 0.0003496006 
## ... Similar to previous best
## Run 12 stress 0.06447818 
## ... Procrustes: rmse 0.00009846565  max resid 0.0004172619 
## ... Similar to previous best
## Run 13 stress 0.06447806 
## ... Procrustes: rmse 0.0000732154  max resid 0.0005554758 
## ... Similar to previous best
## Run 14 stress 0.06447842 
## ... Procrustes: rmse 0.0001538354  max resid 0.001468594 
## ... Similar to previous best
## Run 15 stress 0.06447837 
## ... Procrustes: rmse 0.0001241  max resid 0.001182342 
## ... Similar to previous best
## Run 16 stress 0.06447834 
## ... Procrustes: rmse 0.0001237293  max resid 0.0003637925 
## ... Similar to previous best
## Run 17 stress 0.06563084 
## Run 18 stress 0.06447806 
## ... Procrustes: rmse 0.00006228192  max resid 0.000235757 
## ... Similar to previous best
## Run 19 stress 0.06568029 
## Run 20 stress 0.0656219 
## *** Best solution repeated 11 times
## Run 0 stress 0.06447817 
## Run 1 stress 0.06447811 
## ... New best solution
## ... Procrustes: rmse 0.0001852031  max resid 0.000579034 
## ... Similar to previous best
## Run 2 stress 0.06562887 
## Run 3 stress 0.06447799 
## ... New best solution
## ... Procrustes: rmse 0.00009882838  max resid 0.0003661617 
## ... Similar to previous best
## Run 4 stress 0.06447828 
## ... Procrustes: rmse 0.0001280333  max resid 0.0007758698 
## ... Similar to previous best
## Run 5 stress 0.0656346 
## Run 6 stress 0.06461576 
## ... Procrustes: rmse 0.002528455  max resid 0.01811703 
## Run 7 stress 0.06447824 
## ... Procrustes: rmse 0.0001282678  max resid 0.0006844784 
## ... Similar to previous best
## Run 8 stress 0.06447798 
## ... New best solution
## ... Procrustes: rmse 0.0000653051  max resid 0.0005324961 
## ... Similar to previous best
## Run 9 stress 0.06565367 
## Run 10 stress 0.06447814 
## ... Procrustes: rmse 0.00007871651  max resid 0.0005438398 
## ... Similar to previous best
## Run 11 stress 0.06447808 
## ... Procrustes: rmse 0.0001045108  max resid 0.001028791 
## ... Similar to previous best
## Run 12 stress 0.06563442 
## Run 13 stress 0.065634 
## Run 14 stress 0.06447817 
## ... Procrustes: rmse 0.00008791534  max resid 0.0003023565 
## ... Similar to previous best
## Run 15 stress 0.06562782 
## Run 16 stress 0.06447835 
## ... Procrustes: rmse 0.000110022  max resid 0.0004760581 
## ... Similar to previous best
## Run 17 stress 0.06447863 
## ... Procrustes: rmse 0.0002241188  max resid 0.001966591 
## ... Similar to previous best
## Run 18 stress 0.06447829 
## ... Procrustes: rmse 0.0001164969  max resid 0.0006127315 
## ... Similar to previous best
## Run 19 stress 0.06447816 
## ... Procrustes: rmse 0.00009974702  max resid 0.0008663463 
## ... Similar to previous best
## Run 20 stress 0.06562624 
## *** Best solution repeated 8 times
## Run 0 stress 0.06447817 
## Run 1 stress 0.06447802 
## ... New best solution
## ... Procrustes: rmse 0.000123743  max resid 0.0004702355 
## ... Similar to previous best
## Run 2 stress 0.06562893 
## Run 3 stress 0.0644784 
## ... Procrustes: rmse 0.0001455904  max resid 0.0008929474 
## ... Similar to previous best
## Run 4 stress 0.06563554 
## Run 5 stress 0.0655842 
## Run 6 stress 0.06447797 
## ... New best solution
## ... Procrustes: rmse 0.00004154009  max resid 0.0004013135 
## ... Similar to previous best
## Run 7 stress 0.06447808 
## ... Procrustes: rmse 0.00007612776  max resid 0.0006367402 
## ... Similar to previous best
## Run 8 stress 0.06447829 
## ... Procrustes: rmse 0.0001702388  max resid 0.001864491 
## ... Similar to previous best
## Run 9 stress 0.06447802 
## ... Procrustes: rmse 0.00005881609  max resid 0.0003708398 
## ... Similar to previous best
## Run 10 stress 0.06447805 
## ... Procrustes: rmse 0.00009226136  max resid 0.0008842592 
## ... Similar to previous best
## Run 11 stress 0.06563941 
## Run 12 stress 0.064478 
## ... Procrustes: rmse 0.00007242711  max resid 0.0006238268 
## ... Similar to previous best
## Run 13 stress 0.06562824 
## Run 14 stress 0.06447833 
## ... Procrustes: rmse 0.0001276839  max resid 0.0004770379 
## ... Similar to previous best
## Run 15 stress 0.06556623 
## Run 16 stress 0.06447809 
## ... Procrustes: rmse 0.00006584035  max resid 0.0003265182 
## ... Similar to previous best
## Run 17 stress 0.06447826 
## ... Procrustes: rmse 0.0001395009  max resid 0.0004635839 
## ... Similar to previous best
## Run 18 stress 0.0644782 
## ... Procrustes: rmse 0.000100379  max resid 0.0005445301 
## ... Similar to previous best
## Run 19 stress 0.06447803 
## ... Procrustes: rmse 0.00006433481  max resid 0.0004017463 
## ... Similar to previous best
## Run 20 stress 0.06563283 
## *** Best solution repeated 11 times
## Run 0 stress 0.06447817 
## Run 1 stress 0.0644781 
## ... New best solution
## ... Procrustes: rmse 0.0001901196  max resid 0.0007597024 
## ... Similar to previous best
## Run 2 stress 0.06447799 
## ... New best solution
## ... Procrustes: rmse 0.0001015601  max resid 0.000840271 
## ... Similar to previous best
## Run 3 stress 0.0644782 
## ... Procrustes: rmse 0.00007748363  max resid 0.0006681704 
## ... Similar to previous best
## Run 4 stress 0.0656308 
## Run 5 stress 0.06563076 
## Run 6 stress 0.06447821 
## ... Procrustes: rmse 0.00009685385  max resid 0.000368952 
## ... Similar to previous best
## Run 7 stress 0.06447817 
## ... Procrustes: rmse 0.0001265588  max resid 0.0004198327 
## ... Similar to previous best
## Run 8 stress 0.06447824 
## ... Procrustes: rmse 0.00009537346  max resid 0.0009774959 
## ... Similar to previous best
## Run 9 stress 0.06447833 
## ... Procrustes: rmse 0.0001112919  max resid 0.0009755552 
## ... Similar to previous best
## Run 10 stress 0.06447822 
## ... Procrustes: rmse 0.0001014276  max resid 0.0004441868 
## ... Similar to previous best
## Run 11 stress 0.06563619 
## Run 12 stress 0.06447828 
## ... Procrustes: rmse 0.00009155851  max resid 0.0003219888 
## ... Similar to previous best
## Run 13 stress 0.06447802 
## ... Procrustes: rmse 0.00006326436  max resid 0.0004698163 
## ... Similar to previous best
## Run 14 stress 0.06447813 
## ... Procrustes: rmse 0.00009174366  max resid 0.0006121072 
## ... Similar to previous best
## Run 15 stress 0.0644784 
## ... Procrustes: rmse 0.0001397887  max resid 0.0007040409 
## ... Similar to previous best
## Run 16 stress 0.06563136 
## Run 17 stress 0.06447831 
## ... Procrustes: rmse 0.000112367  max resid 0.0003889368 
## ... Similar to previous best
## Run 18 stress 0.06447837 
## ... Procrustes: rmse 0.0001470971  max resid 0.0008699312 
## ... Similar to previous best
## Run 19 stress 0.06447801 
## ... Procrustes: rmse 0.0000568102  max resid 0.0005049094 
## ... Similar to previous best
## Run 20 stress 0.06562221 
## *** Best solution repeated 14 times
## Run 0 stress 0.05040056 
## Run 1 stress 0.05042561 
## ... Procrustes: rmse 0.00274387  max resid 0.02823519 
## Run 2 stress 0.05042172 
## ... Procrustes: rmse 0.0025179  max resid 0.02727985 
## Run 3 stress 0.05042056 
## ... Procrustes: rmse 0.00207974  max resid 0.02354274 
## Run 4 stress 0.05040151 
## ... Procrustes: rmse 0.0003972424  max resid 0.00209274 
## ... Similar to previous best
## Run 5 stress 0.0504005 
## ... New best solution
## ... Procrustes: rmse 0.0002602766  max resid 0.001310273 
## ... Similar to previous best
## Run 6 stress 0.05040791 
## ... Procrustes: rmse 0.001220001  max resid 0.01306822 
## Run 7 stress 0.05042281 
## ... Procrustes: rmse 0.003123878  max resid 0.03052421 
## Run 8 stress 0.05043177 
## ... Procrustes: rmse 0.003331409  max resid 0.0310088 
## Run 9 stress 0.05040325 
## ... Procrustes: rmse 0.0006206269  max resid 0.005332227 
## ... Similar to previous best
## Run 10 stress 0.0504225 
## ... Procrustes: rmse 0.001073175  max resid 0.009541761 
## ... Similar to previous best
## Run 11 stress 0.05042344 
## ... Procrustes: rmse 0.003764364  max resid 0.03219781 
## Run 12 stress 0.05042016 
## ... Procrustes: rmse 0.002146749  max resid 0.02454052 
## Run 13 stress 0.05047507 
## ... Procrustes: rmse 0.004426986  max resid 0.03274076 
## Run 14 stress 0.05050555 
## ... Procrustes: rmse 0.003846586  max resid 0.02608078 
## Run 15 stress 0.05040321 
## ... Procrustes: rmse 0.0004656352  max resid 0.004039802 
## ... Similar to previous best
## Run 16 stress 0.05042593 
## ... Procrustes: rmse 0.003189601  max resid 0.03070941 
## Run 17 stress 0.05040605 
## ... Procrustes: rmse 0.0009359484  max resid 0.009613845 
## ... Similar to previous best
## Run 18 stress 0.05042796 
## ... Procrustes: rmse 0.003830205  max resid 0.03242717 
## Run 19 stress 0.05043907 
## ... Procrustes: rmse 0.00407902  max resid 0.03252062 
## Run 20 stress 0.05042023 
## ... Procrustes: rmse 0.002155644  max resid 0.02441775 
## *** Best solution repeated 5 times
## Run 0 stress 0.05040056 
## Run 1 stress 0.05041135 
## ... Procrustes: rmse 0.001078834  max resid 0.01241105 
## Run 2 stress 0.05040082 
## ... Procrustes: rmse 0.0002701995  max resid 0.001407426 
## ... Similar to previous best
## Run 3 stress 0.05043592 
## ... Procrustes: rmse 0.00377276  max resid 0.03163113 
## Run 4 stress 0.05042792 
## ... Procrustes: rmse 0.002736576  max resid 0.0277185 
## Run 5 stress 0.05045382 
## ... Procrustes: rmse 0.003522733  max resid 0.02907886 
## Run 6 stress 0.05042569 
## ... Procrustes: rmse 0.002580628  max resid 0.02556331 
## Run 7 stress 0.05040424 
## ... Procrustes: rmse 0.0008921957  max resid 0.009618167 
## ... Similar to previous best
## Run 8 stress 0.0504156 
## ... Procrustes: rmse 0.001393127  max resid 0.01604865 
## Run 9 stress 0.05042636 
## ... Procrustes: rmse 0.003302398  max resid 0.02989072 
## Run 10 stress 0.05040083 
## ... Procrustes: rmse 0.0001719661  max resid 0.001239064 
## ... Similar to previous best
## Run 11 stress 0.05042459 
## ... Procrustes: rmse 0.001997509  max resid 0.01858022 
## Run 12 stress 0.0504016 
## ... Procrustes: rmse 0.0002610142  max resid 0.001259889 
## ... Similar to previous best
## Run 13 stress 0.05054563 
## ... Procrustes: rmse 0.00418579  max resid 0.03133894 
## Run 14 stress 0.05040561 
## ... Procrustes: rmse 0.001153625  max resid 0.01263094 
## Run 15 stress 0.05040361 
## ... Procrustes: rmse 0.0004881877  max resid 0.003392827 
## ... Similar to previous best
## Run 16 stress 0.05042594 
## ... Procrustes: rmse 0.003549329  max resid 0.03120556 
## Run 17 stress 0.05051784 
## ... Procrustes: rmse 0.003434315  max resid 0.02376574 
## Run 18 stress 0.0504025 
## ... Procrustes: rmse 0.000374725  max resid 0.003368786 
## ... Similar to previous best
## Run 19 stress 0.05041815 
## ... Procrustes: rmse 0.001617898  max resid 0.01859512 
## Run 20 stress 0.05042708 
## ... Procrustes: rmse 0.003871631  max resid 0.03141708 
## *** Best solution repeated 6 times
## Run 0 stress 0.05040056 
## Run 1 stress 0.05040137 
## ... Procrustes: rmse 0.0004431505  max resid 0.004492907 
## ... Similar to previous best
## Run 2 stress 0.05043496 
## ... Procrustes: rmse 0.00374516  max resid 0.03135507 
## Run 3 stress 0.05040086 
## ... Procrustes: rmse 0.0002490695  max resid 0.001498737 
## ... Similar to previous best
## Run 4 stress 0.05040291 
## ... Procrustes: rmse 0.0007877791  max resid 0.008573837 
## ... Similar to previous best
## Run 5 stress 0.05043069 
## ... Procrustes: rmse 0.003754058  max resid 0.03129785 
## Run 6 stress 0.05040213 
## ... Procrustes: rmse 0.0004188445  max resid 0.00259076 
## ... Similar to previous best
## Run 7 stress 0.05040176 
## ... Procrustes: rmse 0.0005318824  max resid 0.005410622 
## ... Similar to previous best
## Run 8 stress 0.05057066 
## ... Procrustes: rmse 0.004107221  max resid 0.02733633 
## Run 9 stress 0.0504119 
## ... Procrustes: rmse 0.001398837  max resid 0.01486985 
## Run 10 stress 0.05044532 
## ... Procrustes: rmse 0.004034324  max resid 0.03144718 
## Run 11 stress 0.05042789 
## ... Procrustes: rmse 0.003057253  max resid 0.02922624 
## Run 12 stress 0.05040894 
## ... Procrustes: rmse 0.001181894  max resid 0.01159745 
## Run 13 stress 0.05042243 
## ... Procrustes: rmse 0.003344085  max resid 0.03017751 
## Run 14 stress 0.05040583 
## ... Procrustes: rmse 0.001058048  max resid 0.01090907 
## Run 15 stress 0.05040101 
## ... Procrustes: rmse 0.0001496319  max resid 0.001343019 
## ... Similar to previous best
## Run 16 stress 0.05045771 
## ... Procrustes: rmse 0.003990716  max resid 0.03148564 
## Run 17 stress 0.05040562 
## ... Procrustes: rmse 0.0006441026  max resid 0.005804138 
## ... Similar to previous best
## Run 18 stress 0.0507119 
## ... Procrustes: rmse 0.005382633  max resid 0.03385824 
## Run 19 stress 0.05041941 
## ... Procrustes: rmse 0.001543441  max resid 0.0139416 
## Run 20 stress 0.05040055 
## ... New best solution
## ... Procrustes: rmse 0.0001623461  max resid 0.001133153 
## ... Similar to previous best
## *** Best solution repeated 1 times
## Run 0 stress 0.05040056 
## Run 1 stress 0.05042884 
## ... Procrustes: rmse 0.002167751  max resid 0.02149843 
## Run 2 stress 0.05040868 
## ... Procrustes: rmse 0.001189139  max resid 0.01257273 
## Run 3 stress 0.05048008 
## ... Procrustes: rmse 0.003584894  max resid 0.02989568 
## Run 4 stress 0.05040612 
## ... Procrustes: rmse 0.001039344  max resid 0.01130101 
## Run 5 stress 0.05041778 
## ... Procrustes: rmse 0.001655838  max resid 0.01625159 
## Run 6 stress 0.05040569 
## ... Procrustes: rmse 0.0009394654  max resid 0.009842242 
## ... Similar to previous best
## Run 7 stress 0.05048867 
## ... Procrustes: rmse 0.002506842  max resid 0.02077282 
## Run 8 stress 0.05043482 
## ... Procrustes: rmse 0.003299501  max resid 0.03041072 
## Run 9 stress 0.05041248 
## ... Procrustes: rmse 0.001381109  max resid 0.01377033 
## Run 10 stress 0.05040827 
## ... Procrustes: rmse 0.001348761  max resid 0.01470821 
## Run 11 stress 0.05048305 
## ... Procrustes: rmse 0.004415163  max resid 0.0328554 
## Run 12 stress 0.05041066 
## ... Procrustes: rmse 0.001041518  max resid 0.01194014 
## Run 13 stress 0.05040074 
## ... Procrustes: rmse 0.0002204331  max resid 0.001180425 
## ... Similar to previous best
## Run 14 stress 0.05040175 
## ... Procrustes: rmse 0.0004424279  max resid 0.003260774 
## ... Similar to previous best
## Run 15 stress 0.0504066 
## ... Procrustes: rmse 0.0006827186  max resid 0.00468051 
## ... Similar to previous best
## Run 16 stress 0.05042961 
## ... Procrustes: rmse 0.003098529  max resid 0.03036383 
## Run 17 stress 0.05042553 
## ... Procrustes: rmse 0.003522863  max resid 0.03095541 
## Run 18 stress 0.05042735 
## ... Procrustes: rmse 0.003900416  max resid 0.03167454 
## Run 19 stress 0.0504235 
## ... Procrustes: rmse 0.003740164  max resid 0.03143155 
## Run 20 stress 0.05043514 
## ... Procrustes: rmse 0.00161389  max resid 0.01428821 
## *** Best solution repeated 4 times
## Run 0 stress 0.05040056 
## Run 1 stress 0.05042539 
## ... Procrustes: rmse 0.003089551  max resid 0.0295408 
## Run 2 stress 0.05041906 
## ... Procrustes: rmse 0.001256412  max resid 0.01050403 
## Run 3 stress 0.05041815 
## ... Procrustes: rmse 0.001653597  max resid 0.01659511 
## Run 4 stress 0.05083446 
## ... Procrustes: rmse 0.006387969  max resid 0.04035225 
## Run 5 stress 0.05040179 
## ... Procrustes: rmse 0.0003427863  max resid 0.002211925 
## ... Similar to previous best
## Run 6 stress 0.05054226 
## ... Procrustes: rmse 0.004511241  max resid 0.03102009 
## Run 7 stress 0.05041171 
## ... Procrustes: rmse 0.0005715297  max resid 0.005261138 
## ... Similar to previous best
## Run 8 stress 0.0506884 
## ... Procrustes: rmse 0.006050038  max resid 0.03507237 
## Run 9 stress 0.05043654 
## ... Procrustes: rmse 0.004107972  max resid 0.03176289 
## Run 10 stress 0.05042873 
## ... Procrustes: rmse 0.003236703  max resid 0.03026741 
## Run 11 stress 0.05040075 
## ... Procrustes: rmse 0.000229122  max resid 0.001558105 
## ... Similar to previous best
## Run 12 stress 0.05042509 
## ... Procrustes: rmse 0.00277708  max resid 0.02860979 
## Run 13 stress 0.05040643 
## ... Procrustes: rmse 0.000760481  max resid 0.008562616 
## ... Similar to previous best
## Run 14 stress 0.0504012 
## ... Procrustes: rmse 0.0002702744  max resid 0.001834963 
## ... Similar to previous best
## Run 15 stress 0.05043917 
## ... Procrustes: rmse 0.002064803  max resid 0.01539246 
## Run 16 stress 0.05043479 
## ... Procrustes: rmse 0.003238929  max resid 0.03068923 
## Run 17 stress 0.05048099 
## ... Procrustes: rmse 0.004414608  max resid 0.03129627 
## Run 18 stress 0.05043794 
## ... Procrustes: rmse 0.004121666  max resid 0.03201176 
## Run 19 stress 0.05040065 
## ... Procrustes: rmse 0.0001832954  max resid 0.001056631 
## ... Similar to previous best
## Run 20 stress 0.05043511 
## ... Procrustes: rmse 0.002260727  max resid 0.02000723 
## *** Best solution repeated 6 times
## Run 0 stress 0.05040056 
## Run 1 stress 0.0504082 
## ... Procrustes: rmse 0.001133014  max resid 0.01187084 
## Run 2 stress 0.05040107 
## ... Procrustes: rmse 0.0003134375  max resid 0.001962306 
## ... Similar to previous best
## Run 3 stress 0.05042473 
## ... Procrustes: rmse 0.002702389  max resid 0.02801934 
## Run 4 stress 0.0504032 
## ... Procrustes: rmse 0.0004691532  max resid 0.004120593 
## ... Similar to previous best
## Run 5 stress 0.05052806 
## ... Procrustes: rmse 0.003331491  max resid 0.02371566 
## Run 6 stress 0.0504118 
## ... Procrustes: rmse 0.001463608  max resid 0.01475071 
## Run 7 stress 0.05042905 
## ... Procrustes: rmse 0.002675078  max resid 0.02787646 
## Run 8 stress 0.05042013 
## ... Procrustes: rmse 0.002696751  max resid 0.02727276 
## Run 9 stress 0.05041073 
## ... Procrustes: rmse 0.001334609  max resid 0.01393625 
## Run 10 stress 0.05045195 
## ... Procrustes: rmse 0.003469298  max resid 0.03023603 
## Run 11 stress 0.05040816 
## ... Procrustes: rmse 0.001157382  max resid 0.01163154 
## Run 12 stress 0.05042564 
## ... Procrustes: rmse 0.003852799  max resid 0.03161811 
## Run 13 stress 0.05043995 
## ... Procrustes: rmse 0.00276109  max resid 0.02795105 
## Run 14 stress 0.05042305 
## ... Procrustes: rmse 0.003773889  max resid 0.03130492 
## Run 15 stress 0.05044764 
## ... Procrustes: rmse 0.002399874  max resid 0.01783226 
## Run 16 stress 0.05043601 
## ... Procrustes: rmse 0.003783125  max resid 0.03155868 
## Run 17 stress 0.05040395 
## ... Procrustes: rmse 0.0004705641  max resid 0.004517857 
## ... Similar to previous best
## Run 18 stress 0.05042426 
## ... Procrustes: rmse 0.002142829  max resid 0.02378154 
## Run 19 stress 0.0504214 
## ... Procrustes: rmse 0.002365458  max resid 0.02613471 
## Run 20 stress 0.05040243 
## ... Procrustes: rmse 0.0003925931  max resid 0.002742353 
## ... Similar to previous best
## *** Best solution repeated 4 times
## Run 0 stress 0.05040056 
## Run 1 stress 0.05046848 
## ... Procrustes: rmse 0.003576286  max resid 0.02987017 
## Run 2 stress 0.05040374 
## ... Procrustes: rmse 0.0005227341  max resid 0.00443284 
## ... Similar to previous best
## Run 3 stress 0.05040601 
## ... Procrustes: rmse 0.0008678306  max resid 0.008034743 
## ... Similar to previous best
## Run 4 stress 0.05040077 
## ... Procrustes: rmse 0.0002121152  max resid 0.001496992 
## ... Similar to previous best
## Run 5 stress 0.05043009 
## ... Procrustes: rmse 0.002641612  max resid 0.02572248 
## Run 6 stress 0.05072143 
## ... Procrustes: rmse 0.004479132  max resid 0.02965537 
## Run 7 stress 0.0504228 
## ... Procrustes: rmse 0.002742232  max resid 0.02732215 
## Run 8 stress 0.05041658 
## ... Procrustes: rmse 0.001450681  max resid 0.01350244 
## Run 9 stress 0.0504251 
## ... Procrustes: rmse 0.003869497  max resid 0.03166936 
## Run 10 stress 0.05042636 
## ... Procrustes: rmse 0.003794344  max resid 0.03123012 
## Run 11 stress 0.05042492 
## ... Procrustes: rmse 0.002888723  max resid 0.02872844 
## Run 12 stress 0.05046149 
## ... Procrustes: rmse 0.002719803  max resid 0.02055699 
## Run 13 stress 0.05042529 
## ... Procrustes: rmse 0.002876111  max resid 0.0292601 
## Run 14 stress 0.05063716 
## ... Procrustes: rmse 0.005186875  max resid 0.03101427 
## Run 15 stress 0.050421 
## ... Procrustes: rmse 0.002262001  max resid 0.02543736 
## Run 16 stress 0.05040368 
## ... Procrustes: rmse 0.0006584818  max resid 0.006640793 
## ... Similar to previous best
## Run 17 stress 0.05056415 
## ... Procrustes: rmse 0.004028412  max resid 0.02561538 
## Run 18 stress 0.05040072 
## ... Procrustes: rmse 0.0002420126  max resid 0.001368825 
## ... Similar to previous best
## Run 19 stress 0.05046523 
## ... Procrustes: rmse 0.004017639  max resid 0.03126718 
## Run 20 stress 0.0504894 
## ... Procrustes: rmse 0.003829955  max resid 0.03037896 
## *** Best solution repeated 5 times
## Run 0 stress 0.05040056 
## Run 1 stress 0.05045046 
## ... Procrustes: rmse 0.004079104  max resid 0.03232687 
## Run 2 stress 0.05041965 
## ... Procrustes: rmse 0.001791672  max resid 0.02055724 
## Run 3 stress 0.05042087 
## ... Procrustes: rmse 0.001322412  max resid 0.01381113 
## Run 4 stress 0.05042004 
## ... Procrustes: rmse 0.001984953  max resid 0.02267131 
## Run 5 stress 0.05042486 
## ... Procrustes: rmse 0.003008844  max resid 0.02990319 
## Run 6 stress 0.05040789 
## ... Procrustes: rmse 0.001142805  max resid 0.0118078 
## Run 7 stress 0.05069864 
## ... Procrustes: rmse 0.006049111  max resid 0.03271993 
## Run 8 stress 0.05040625 
## ... Procrustes: rmse 0.001003397  max resid 0.01078606 
## Run 9 stress 0.05048992 
## ... Procrustes: rmse 0.002857821  max resid 0.02357138 
## Run 10 stress 0.05040309 
## ... Procrustes: rmse 0.0008182012  max resid 0.008825124 
## ... Similar to previous best
## Run 11 stress 0.05042324 
## ... Procrustes: rmse 0.003377576  max resid 0.02978019 
## Run 12 stress 0.05055611 
## ... Procrustes: rmse 0.004197062  max resid 0.02856193 
## Run 13 stress 0.05042151 
## ... Procrustes: rmse 0.002520714  max resid 0.02524337 
## Run 14 stress 0.05079372 
## ... Procrustes: rmse 0.002686228  max resid 0.01707799 
## Run 15 stress 0.05040793 
## ... Procrustes: rmse 0.001263109  max resid 0.01358748 
## Run 16 stress 0.05042508 
## ... Procrustes: rmse 0.002614888  max resid 0.02408073 
## Run 17 stress 0.05042252 
## ... Procrustes: rmse 0.001734182  max resid 0.01667117 
## Run 18 stress 0.05040184 
## ... Procrustes: rmse 0.0004146307  max resid 0.001843574 
## ... Similar to previous best
## Run 19 stress 0.0504247 
## ... Procrustes: rmse 0.003468647  max resid 0.0309472 
## Run 20 stress 0.05042014 
## ... Procrustes: rmse 0.002149532  max resid 0.02408989 
## *** Best solution repeated 2 times
## Run 0 stress 0.05040056 
## Run 1 stress 0.05047386 
## ... Procrustes: rmse 0.002847757  max resid 0.02049394 
## Run 2 stress 0.05040373 
## ... Procrustes: rmse 0.000432098  max resid 0.002662283 
## ... Similar to previous best
## Run 3 stress 0.05040766 
## ... Procrustes: rmse 0.001211693  max resid 0.01250568 
## Run 4 stress 0.05048231 
## ... Procrustes: rmse 0.003342436  max resid 0.02418284 
## Run 5 stress 0.05041151 
## ... Procrustes: rmse 0.001290707  max resid 0.01175401 
## Run 6 stress 0.05048764 
## ... Procrustes: rmse 0.003839615  max resid 0.03197473 
## Run 7 stress 0.05042484 
## ... Procrustes: rmse 0.003291821  max resid 0.02963287 
## Run 8 stress 0.05040777 
## ... Procrustes: rmse 0.001325777  max resid 0.01454452 
## Run 9 stress 0.05041596 
## ... Procrustes: rmse 0.001502649  max resid 0.01411766 
## Run 10 stress 0.05042323 
## ... Procrustes: rmse 0.003711757  max resid 0.03136311 
## Run 11 stress 0.05042413 
## ... Procrustes: rmse 0.003581631  max resid 0.03119081 
## Run 12 stress 0.05040055 
## ... New best solution
## ... Procrustes: rmse 0.0001861257  max resid 0.001246589 
## ... Similar to previous best
## Run 13 stress 0.0504063 
## ... Procrustes: rmse 0.001050242  max resid 0.01041994 
## Run 14 stress 0.05044307 
## ... Procrustes: rmse 0.003453744  max resid 0.03013383 
## Run 15 stress 0.05040197 
## ... Procrustes: rmse 0.0006046153  max resid 0.006163691 
## ... Similar to previous best
## Run 16 stress 0.05044815 
## ... Procrustes: rmse 0.004082449  max resid 0.03126861 
## Run 17 stress 0.05040059 
## ... Procrustes: rmse 0.0002192302  max resid 0.0009713465 
## ... Similar to previous best
## Run 18 stress 0.0504224 
## ... Procrustes: rmse 0.003617754  max resid 0.03099336 
## Run 19 stress 0.05042374 
## ... Procrustes: rmse 0.002515271  max resid 0.02758215 
## Run 20 stress 0.0504249 
## ... Procrustes: rmse 0.00367303  max resid 0.0312205 
## *** Best solution repeated 3 times
## Run 0 stress 0.05040056 
## Run 1 stress 0.05040196 
## ... Procrustes: rmse 0.0002826412  max resid 0.002667351 
## ... Similar to previous best
## Run 2 stress 0.05042598 
## ... Procrustes: rmse 0.003215201  max resid 0.03027907 
## Run 3 stress 0.05042921 
## ... Procrustes: rmse 0.001525006  max resid 0.01221688 
## Run 4 stress 0.05041267 
## ... Procrustes: rmse 0.001403497  max resid 0.01360305 
## Run 5 stress 0.05040944 
## ... Procrustes: rmse 0.0009097202  max resid 0.01017247 
## Run 6 stress 0.0504329 
## ... Procrustes: rmse 0.003052747  max resid 0.02982058 
## Run 7 stress 0.05043002 
## ... Procrustes: rmse 0.003212107  max resid 0.02970064 
## Run 8 stress 0.05040072 
## ... Procrustes: rmse 0.0002832402  max resid 0.001431318 
## ... Similar to previous best
## Run 9 stress 0.05048328 
## ... Procrustes: rmse 0.003747219  max resid 0.02950642 
## Run 10 stress 0.05040431 
## ... Procrustes: rmse 0.0009775825  max resid 0.01063014 
## Run 11 stress 0.05040092 
## ... Procrustes: rmse 0.0001221971  max resid 0.0008389441 
## ... Similar to previous best
## Run 12 stress 0.05040242 
## ... Procrustes: rmse 0.000711301  max resid 0.007407395 
## ... Similar to previous best
## Run 13 stress 0.05041983 
## ... Procrustes: rmse 0.001966868  max resid 0.02235486 
## Run 14 stress 0.05041454 
## ... Procrustes: rmse 0.001299939  max resid 0.01487924 
## Run 15 stress 0.05042361 
## ... Procrustes: rmse 0.003533276  max resid 0.03106999 
## Run 16 stress 0.05040597 
## ... Procrustes: rmse 0.0009174612  max resid 0.0101256 
## Run 17 stress 0.05041556 
## ... Procrustes: rmse 0.001651468  max resid 0.01647599 
## Run 18 stress 0.05040102 
## ... Procrustes: rmse 0.0003888965  max resid 0.003864696 
## ... Similar to previous best
## Run 19 stress 0.05044936 
## ... Procrustes: rmse 0.003101696  max resid 0.02770662 
## Run 20 stress 0.05040071 
## ... Procrustes: rmse 0.0002269302  max resid 0.001835235 
## ... Similar to previous best
## *** Best solution repeated 6 times
## Run 0 stress 0.0461593 
## Run 1 stress 0.04651953 
## ... Procrustes: rmse 0.0110418  max resid 0.04584632 
## Run 2 stress 0.04620658 
## ... Procrustes: rmse 0.01230749  max resid 0.05656103 
## Run 3 stress 0.04641273 
## ... Procrustes: rmse 0.01279895  max resid 0.05050595 
## Run 4 stress 0.04627984 
## ... Procrustes: rmse 0.01598813  max resid 0.05559493 
## Run 5 stress 0.04648385 
## ... Procrustes: rmse 0.0184134  max resid 0.06138166 
## Run 6 stress 0.04690958 
## Run 7 stress 0.04621694 
## ... Procrustes: rmse 0.01696388  max resid 0.05762692 
## Run 8 stress 0.04612317 
## ... New best solution
## ... Procrustes: rmse 0.01677918  max resid 0.05420839 
## Run 9 stress 0.04618689 
## ... Procrustes: rmse 0.01589468  max resid 0.06266054 
## Run 10 stress 0.04608862 
## ... New best solution
## ... Procrustes: rmse 0.01174167  max resid 0.0564813 
## Run 11 stress 0.0464699 
## ... Procrustes: rmse 0.01551866  max resid 0.05071621 
## Run 12 stress 0.04609118 
## ... Procrustes: rmse 0.01077265  max resid 0.05706507 
## Run 13 stress 0.04640185 
## ... Procrustes: rmse 0.01497562  max resid 0.05758994 
## Run 14 stress 0.04654553 
## ... Procrustes: rmse 0.01633697  max resid 0.06179656 
## Run 15 stress 0.04625449 
## ... Procrustes: rmse 0.01484674  max resid 0.05541455 
## Run 16 stress 0.04642583 
## ... Procrustes: rmse 0.01162223  max resid 0.05812552 
## Run 17 stress 0.04610212 
## ... Procrustes: rmse 0.01750013  max resid 0.06237974 
## Run 18 stress 0.04616898 
## ... Procrustes: rmse 0.01165369  max resid 0.05729665 
## Run 19 stress 0.0466117 
## Run 20 stress 0.04626141 
## ... Procrustes: rmse 0.01660061  max resid 0.06950549 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0461593 
## Run 1 stress 0.04640039 
## ... Procrustes: rmse 0.008781763  max resid 0.04157826 
## Run 2 stress 0.04641239 
## ... Procrustes: rmse 0.01648798  max resid 0.06729453 
## Run 3 stress 0.04650461 
## ... Procrustes: rmse 0.01668431  max resid 0.05307434 
## Run 4 stress 0.04635946 
## ... Procrustes: rmse 0.0174621  max resid 0.0525468 
## Run 5 stress 0.04622673 
## ... Procrustes: rmse 0.0162024  max resid 0.06039108 
## Run 6 stress 0.04667607 
## Run 7 stress 0.04623385 
## ... Procrustes: rmse 0.01619824  max resid 0.05399602 
## Run 8 stress 0.04636271 
## ... Procrustes: rmse 0.01517929  max resid 0.06036148 
## Run 9 stress 0.046353 
## ... Procrustes: rmse 0.01015623  max resid 0.05567208 
## Run 10 stress 0.04624263 
## ... Procrustes: rmse 0.01396634  max resid 0.06156032 
## Run 11 stress 0.04639829 
## ... Procrustes: rmse 0.01207433  max resid 0.05989209 
## Run 12 stress 0.04606416 
## ... New best solution
## ... Procrustes: rmse 0.01498527  max resid 0.05657265 
## Run 13 stress 0.04624155 
## ... Procrustes: rmse 0.01699127  max resid 0.06010521 
## Run 14 stress 0.04677935 
## Run 15 stress 0.04629104 
## ... Procrustes: rmse 0.01894177  max resid 0.06003576 
## Run 16 stress 0.04629433 
## ... Procrustes: rmse 0.01692588  max resid 0.06245438 
## Run 17 stress 0.04633809 
## ... Procrustes: rmse 0.01409507  max resid 0.05673691 
## Run 18 stress 0.04645817 
## ... Procrustes: rmse 0.01579915  max resid 0.05421592 
## Run 19 stress 0.04643525 
## ... Procrustes: rmse 0.0133463  max resid 0.05926228 
## Run 20 stress 0.04654416 
## ... Procrustes: rmse 0.01778667  max resid 0.05919676 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0461593 
## Run 1 stress 0.04642799 
## ... Procrustes: rmse 0.01210557  max resid 0.04305628 
## Run 2 stress 0.04663183 
## ... Procrustes: rmse 0.01796097  max resid 0.05754895 
## Run 3 stress 0.04631773 
## ... Procrustes: rmse 0.01387864  max resid 0.05321969 
## Run 4 stress 0.04633645 
## ... Procrustes: rmse 0.01673029  max resid 0.06138477 
## Run 5 stress 0.046683 
## Run 6 stress 0.04660123 
## ... Procrustes: rmse 0.01812063  max resid 0.04948902 
## Run 7 stress 0.04592092 
## ... New best solution
## ... Procrustes: rmse 0.01213135  max resid 0.05545267 
## Run 8 stress 0.04622334 
## ... Procrustes: rmse 0.01859083  max resid 0.05478657 
## Run 9 stress 0.04651127 
## Run 10 stress 0.04619834 
## ... Procrustes: rmse 0.01407388  max resid 0.05068188 
## Run 11 stress 0.04621226 
## ... Procrustes: rmse 0.01812464  max resid 0.05921089 
## Run 12 stress 0.04589948 
## ... New best solution
## ... Procrustes: rmse 0.006502373  max resid 0.03431298 
## Run 13 stress 0.0462994 
## ... Procrustes: rmse 0.01444773  max resid 0.05065195 
## Run 14 stress 0.04646956 
## Run 15 stress 0.04667288 
## Run 16 stress 0.04650327 
## Run 17 stress 0.04625263 
## ... Procrustes: rmse 0.01236257  max resid 0.04702924 
## Run 18 stress 0.04600658 
## ... Procrustes: rmse 0.009668303  max resid 0.05107671 
## Run 19 stress 0.04635035 
## ... Procrustes: rmse 0.01301175  max resid 0.05462527 
## Run 20 stress 0.04684556 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0461593 
## Run 1 stress 0.04634575 
## ... Procrustes: rmse 0.01775581  max resid 0.06028302 
## Run 2 stress 0.04616362 
## ... Procrustes: rmse 0.01812584  max resid 0.05393953 
## Run 3 stress 0.04625572 
## ... Procrustes: rmse 0.01843309  max resid 0.05559023 
## Run 4 stress 0.04600821 
## ... New best solution
## ... Procrustes: rmse 0.01818868  max resid 0.05751982 
## Run 5 stress 0.04647447 
## ... Procrustes: rmse 0.01832142  max resid 0.05635058 
## Run 6 stress 0.04675884 
## Run 7 stress 0.04617809 
## ... Procrustes: rmse 0.01085828  max resid 0.05788104 
## Run 8 stress 0.0461261 
## ... Procrustes: rmse 0.01838636  max resid 0.05565935 
## Run 9 stress 0.04611117 
## ... Procrustes: rmse 0.0172607  max resid 0.05593012 
## Run 10 stress 0.04664275 
## Run 11 stress 0.04626724 
## ... Procrustes: rmse 0.01617886  max resid 0.05748253 
## Run 12 stress 0.0464462 
## ... Procrustes: rmse 0.01558315  max resid 0.05291097 
## Run 13 stress 0.04631114 
## ... Procrustes: rmse 0.01772348  max resid 0.05890655 
## Run 14 stress 0.04638868 
## ... Procrustes: rmse 0.01740946  max resid 0.04814987 
## Run 15 stress 0.04677001 
## Run 16 stress 0.04619024 
## ... Procrustes: rmse 0.01295844  max resid 0.05601703 
## Run 17 stress 0.04635079 
## ... Procrustes: rmse 0.01552969  max resid 0.0559122 
## Run 18 stress 0.04619236 
## ... Procrustes: rmse 0.01164525  max resid 0.05141454 
## Run 19 stress 0.04634462 
## ... Procrustes: rmse 0.01853526  max resid 0.06429021 
## Run 20 stress 0.04607521 
## ... Procrustes: rmse 0.01500697  max resid 0.05673758 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0461593 
## Run 1 stress 0.04619758 
## ... Procrustes: rmse 0.01001685  max resid 0.05456205 
## Run 2 stress 0.04648081 
## ... Procrustes: rmse 0.01628392  max resid 0.05616199 
## Run 3 stress 0.04630142 
## ... Procrustes: rmse 0.009619769  max resid 0.05584123 
## Run 4 stress 0.04646578 
## ... Procrustes: rmse 0.01778216  max resid 0.05582119 
## Run 5 stress 0.04630367 
## ... Procrustes: rmse 0.01645745  max resid 0.06001503 
## Run 6 stress 0.04620087 
## ... Procrustes: rmse 0.0143438  max resid 0.05362208 
## Run 7 stress 0.04669193 
## Run 8 stress 0.04633292 
## ... Procrustes: rmse 0.01418401  max resid 0.05838383 
## Run 9 stress 0.04605314 
## ... New best solution
## ... Procrustes: rmse 0.01455412  max resid 0.05483635 
## Run 10 stress 0.04611383 
## ... Procrustes: rmse 0.0118011  max resid 0.05876909 
## Run 11 stress 0.04627631 
## ... Procrustes: rmse 0.012354  max resid 0.05431367 
## Run 12 stress 0.04620726 
## ... Procrustes: rmse 0.01706498  max resid 0.06303384 
## Run 13 stress 0.04630251 
## ... Procrustes: rmse 0.01770837  max resid 0.05270844 
## Run 14 stress 0.04638448 
## ... Procrustes: rmse 0.0180923  max resid 0.05747876 
## Run 15 stress 0.04619869 
## ... Procrustes: rmse 0.01863487  max resid 0.05937423 
## Run 16 stress 0.04645373 
## ... Procrustes: rmse 0.01585541  max resid 0.05923321 
## Run 17 stress 0.04619807 
## ... Procrustes: rmse 0.01525628  max resid 0.04427896 
## Run 18 stress 0.04610565 
## ... Procrustes: rmse 0.009519598  max resid 0.04949909 
## Run 19 stress 0.04633019 
## ... Procrustes: rmse 0.01374598  max resid 0.05482469 
## Run 20 stress 0.04605814 
## ... Procrustes: rmse 0.01757216  max resid 0.05816412 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0461593 
## Run 1 stress 0.04660214 
## ... Procrustes: rmse 0.01827143  max resid 0.06143305 
## Run 2 stress 0.04644751 
## ... Procrustes: rmse 0.01820353  max resid 0.05161096 
## Run 3 stress 0.04630811 
## ... Procrustes: rmse 0.01692325  max resid 0.06155116 
## Run 4 stress 0.0462604 
## ... Procrustes: rmse 0.01339882  max resid 0.0576828 
## Run 5 stress 0.04659462 
## ... Procrustes: rmse 0.01785523  max resid 0.05598385 
## Run 6 stress 0.04596379 
## ... New best solution
## ... Procrustes: rmse 0.01425959  max resid 0.05623874 
## Run 7 stress 0.04670075 
## Run 8 stress 0.04606111 
## ... Procrustes: rmse 0.01615172  max resid 0.05527826 
## Run 9 stress 0.04602794 
## ... Procrustes: rmse 0.01115771  max resid 0.03715066 
## Run 10 stress 0.04590941 
## ... New best solution
## ... Procrustes: rmse 0.00810083  max resid 0.04698208 
## Run 11 stress 0.04634022 
## ... Procrustes: rmse 0.0147222  max resid 0.05565438 
## Run 12 stress 0.04660445 
## Run 13 stress 0.04604644 
## ... Procrustes: rmse 0.01169899  max resid 0.04880735 
## Run 14 stress 0.04662071 
## Run 15 stress 0.04675476 
## Run 16 stress 0.04628886 
## ... Procrustes: rmse 0.01872477  max resid 0.05684388 
## Run 17 stress 0.04654393 
## Run 18 stress 0.04626074 
## ... Procrustes: rmse 0.01282282  max resid 0.05385654 
## Run 19 stress 0.04648761 
## Run 20 stress 0.04644563 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0461593 
## Run 1 stress 0.04616977 
## ... Procrustes: rmse 0.01836469  max resid 0.06730309 
## Run 2 stress 0.0464676 
## ... Procrustes: rmse 0.01897772  max resid 0.06288846 
## Run 3 stress 0.04644354 
## ... Procrustes: rmse 0.0137204  max resid 0.05765584 
## Run 4 stress 0.04663533 
## ... Procrustes: rmse 0.01681714  max resid 0.06450574 
## Run 5 stress 0.046394 
## ... Procrustes: rmse 0.01573284  max resid 0.05428785 
## Run 6 stress 0.04627818 
## ... Procrustes: rmse 0.01040597  max resid 0.05613665 
## Run 7 stress 0.0465022 
## ... Procrustes: rmse 0.01787863  max resid 0.06944039 
## Run 8 stress 0.0463465 
## ... Procrustes: rmse 0.01648187  max resid 0.05902564 
## Run 9 stress 0.04654328 
## ... Procrustes: rmse 0.01745545  max resid 0.05487772 
## Run 10 stress 0.04626301 
## ... Procrustes: rmse 0.01561567  max resid 0.05588085 
## Run 11 stress 0.04677181 
## Run 12 stress 0.04661656 
## ... Procrustes: rmse 0.01379928  max resid 0.0578642 
## Run 13 stress 0.04638077 
## ... Procrustes: rmse 0.01727029  max resid 0.06020392 
## Run 14 stress 0.04582012 
## ... New best solution
## ... Procrustes: rmse 0.01557019  max resid 0.0498775 
## Run 15 stress 0.0461786 
## ... Procrustes: rmse 0.01203168  max resid 0.05104078 
## Run 16 stress 0.04651107 
## Run 17 stress 0.04625633 
## ... Procrustes: rmse 0.01183411  max resid 0.05645959 
## Run 18 stress 0.0459279 
## ... Procrustes: rmse 0.005897005  max resid 0.0414318 
## Run 19 stress 0.0462178 
## ... Procrustes: rmse 0.01739729  max resid 0.05587013 
## Run 20 stress 0.04613677 
## ... Procrustes: rmse 0.01194857  max resid 0.05193861 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0461593 
## Run 1 stress 0.04613271 
## ... New best solution
## ... Procrustes: rmse 0.01790073  max resid 0.06218992 
## Run 2 stress 0.04632384 
## ... Procrustes: rmse 0.01388243  max resid 0.05551584 
## Run 3 stress 0.04668329 
## Run 4 stress 0.04653927 
## ... Procrustes: rmse 0.01769787  max resid 0.05929555 
## Run 5 stress 0.04612579 
## ... New best solution
## ... Procrustes: rmse 0.01194763  max resid 0.05578575 
## Run 6 stress 0.0464256 
## ... Procrustes: rmse 0.01304087  max resid 0.06004905 
## Run 7 stress 0.0464794 
## ... Procrustes: rmse 0.01770462  max resid 0.05588536 
## Run 8 stress 0.04635478 
## ... Procrustes: rmse 0.01721318  max resid 0.05826919 
## Run 9 stress 0.04646264 
## ... Procrustes: rmse 0.01632117  max resid 0.05463279 
## Run 10 stress 0.04605502 
## ... New best solution
## ... Procrustes: rmse 0.01492256  max resid 0.05404314 
## Run 11 stress 0.04670094 
## Run 12 stress 0.04634356 
## ... Procrustes: rmse 0.009151827  max resid 0.04673124 
## Run 13 stress 0.04634185 
## ... Procrustes: rmse 0.01877532  max resid 0.05591607 
## Run 14 stress 0.04613901 
## ... Procrustes: rmse 0.01766884  max resid 0.05287132 
## Run 15 stress 0.0459953 
## ... New best solution
## ... Procrustes: rmse 0.01556316  max resid 0.05886048 
## Run 16 stress 0.04624024 
## ... Procrustes: rmse 0.008382652  max resid 0.03250745 
## Run 17 stress 0.04672182 
## Run 18 stress 0.04621892 
## ... Procrustes: rmse 0.01350818  max resid 0.05853124 
## Run 19 stress 0.04665401 
## Run 20 stress 0.04624067 
## ... Procrustes: rmse 0.009837414  max resid 0.04748017 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0461593 
## Run 1 stress 0.04655454 
## ... Procrustes: rmse 0.01844776  max resid 0.06139163 
## Run 2 stress 0.04659422 
## ... Procrustes: rmse 0.01628088  max resid 0.05753181 
## Run 3 stress 0.04610877 
## ... New best solution
## ... Procrustes: rmse 0.01468942  max resid 0.05208344 
## Run 4 stress 0.04610116 
## ... New best solution
## ... Procrustes: rmse 0.01168484  max resid 0.05499704 
## Run 5 stress 0.04643828 
## ... Procrustes: rmse 0.01747094  max resid 0.0516778 
## Run 6 stress 0.04665676 
## Run 7 stress 0.04686072 
## Run 8 stress 0.04638136 
## ... Procrustes: rmse 0.01715524  max resid 0.05910813 
## Run 9 stress 0.04628191 
## ... Procrustes: rmse 0.01548524  max resid 0.05743542 
## Run 10 stress 0.04641125 
## ... Procrustes: rmse 0.01601213  max resid 0.05775538 
## Run 11 stress 0.04630408 
## ... Procrustes: rmse 0.01809385  max resid 0.06084804 
## Run 12 stress 0.04652216 
## ... Procrustes: rmse 0.0143896  max resid 0.05657747 
## Run 13 stress 0.04667498 
## Run 14 stress 0.04675807 
## Run 15 stress 0.04627945 
## ... Procrustes: rmse 0.01611847  max resid 0.05393263 
## Run 16 stress 0.04661917 
## Run 17 stress 0.04616743 
## ... Procrustes: rmse 0.01572927  max resid 0.05785537 
## Run 18 stress 0.0463208 
## ... Procrustes: rmse 0.01647094  max resid 0.05292545 
## Run 19 stress 0.0464923 
## ... Procrustes: rmse 0.01501094  max resid 0.05673575 
## Run 20 stress 0.04664792 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0461593 
## Run 1 stress 0.0463736 
## ... Procrustes: rmse 0.01404367  max resid 0.05534639 
## Run 2 stress 0.04648206 
## ... Procrustes: rmse 0.01857624  max resid 0.06325806 
## Run 3 stress 0.04655733 
## ... Procrustes: rmse 0.009736082  max resid 0.0445403 
## Run 4 stress 0.04637538 
## ... Procrustes: rmse 0.01731706  max resid 0.05793672 
## Run 5 stress 0.04627578 
## ... Procrustes: rmse 0.01535281  max resid 0.06071863 
## Run 6 stress 0.04665858 
## ... Procrustes: rmse 0.01783437  max resid 0.06215905 
## Run 7 stress 0.04623241 
## ... Procrustes: rmse 0.01439392  max resid 0.05422745 
## Run 8 stress 0.04613865 
## ... New best solution
## ... Procrustes: rmse 0.01251603  max resid 0.05716375 
## Run 9 stress 0.04629399 
## ... Procrustes: rmse 0.01308654  max resid 0.05297236 
## Run 10 stress 0.04625566 
## ... Procrustes: rmse 0.01446401  max resid 0.05000629 
## Run 11 stress 0.04608811 
## ... New best solution
## ... Procrustes: rmse 0.01094487  max resid 0.05505163 
## Run 12 stress 0.04672266 
## Run 13 stress 0.04654306 
## ... Procrustes: rmse 0.01745941  max resid 0.06133451 
## Run 14 stress 0.04633648 
## ... Procrustes: rmse 0.01693931  max resid 0.06234357 
## Run 15 stress 0.04626043 
## ... Procrustes: rmse 0.01688888  max resid 0.06168971 
## Run 16 stress 0.04615082 
## ... Procrustes: rmse 0.01395942  max resid 0.05344241 
## Run 17 stress 0.0465134 
## ... Procrustes: rmse 0.01377118  max resid 0.05724881 
## Run 18 stress 0.04677341 
## Run 19 stress 0.0460059 
## ... New best solution
## ... Procrustes: rmse 0.0097029  max resid 0.04415945 
## Run 20 stress 0.0459709 
## ... New best solution
## ... Procrustes: rmse 0.009735428  max resid 0.04050291 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.04246107 
## Run 1 stress 0.0428711 
## ... Procrustes: rmse 0.01482561  max resid 0.0582364 
## Run 2 stress 0.04329016 
## Run 3 stress 0.0429843 
## Run 4 stress 0.04335047 
## Run 5 stress 0.0428352 
## ... Procrustes: rmse 0.01497263  max resid 0.06031095 
## Run 6 stress 0.04331021 
## Run 7 stress 0.04366774 
## Run 8 stress 0.0430136 
## Run 9 stress 0.04318552 
## Run 10 stress 0.04286079 
## ... Procrustes: rmse 0.01995536  max resid 0.07525741 
## Run 11 stress 0.04277312 
## ... Procrustes: rmse 0.01467879  max resid 0.05624032 
## Run 12 stress 0.04316904 
## Run 13 stress 0.04353985 
## Run 14 stress 0.04264846 
## ... Procrustes: rmse 0.01572862  max resid 0.05715789 
## Run 15 stress 0.04361601 
## Run 16 stress 0.04279096 
## ... Procrustes: rmse 0.01749788  max resid 0.05518285 
## Run 17 stress 0.04285105 
## ... Procrustes: rmse 0.01532184  max resid 0.04757296 
## Run 18 stress 0.0432804 
## Run 19 stress 0.04351145 
## Run 20 stress 0.04288035 
## ... Procrustes: rmse 0.01116741  max resid 0.04181214 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.04246107 
## Run 1 stress 0.04336061 
## Run 2 stress 0.04320102 
## Run 3 stress 0.04333547 
## Run 4 stress 0.04287335 
## ... Procrustes: rmse 0.0160308  max resid 0.06070231 
## Run 5 stress 0.0427858 
## ... Procrustes: rmse 0.01939705  max resid 0.07482308 
## Run 6 stress 0.04331726 
## Run 7 stress 0.04306634 
## Run 8 stress 0.04340498 
## Run 9 stress 0.04352668 
## Run 10 stress 0.04340344 
## Run 11 stress 0.04311435 
## Run 12 stress 0.04317222 
## Run 13 stress 0.04275872 
## ... Procrustes: rmse 0.01877717  max resid 0.07229733 
## Run 14 stress 0.04310846 
## Run 15 stress 0.04334592 
## Run 16 stress 0.04297076 
## Run 17 stress 0.04342822 
## Run 18 stress 0.04315594 
## Run 19 stress 0.04322341 
## Run 20 stress 0.04261897 
## ... Procrustes: rmse 0.01785134  max resid 0.07054138 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.04246107 
## Run 1 stress 0.04309729 
## Run 2 stress 0.04349269 
## Run 3 stress 0.04290477 
## ... Procrustes: rmse 0.01725738  max resid 0.05792142 
## Run 4 stress 0.04302598 
## Run 5 stress 0.0432775 
## Run 6 stress 0.04374122 
## Run 7 stress 0.04298663 
## Run 8 stress 0.04355817 
## Run 9 stress 0.04300694 
## Run 10 stress 0.04260994 
## ... Procrustes: rmse 0.01664025  max resid 0.08081494 
## Run 11 stress 0.04321087 
## Run 12 stress 0.04400101 
## Run 13 stress 0.04358613 
## Run 14 stress 0.04321136 
## Run 15 stress 0.04332559 
## Run 16 stress 0.04316196 
## Run 17 stress 0.04328434 
## Run 18 stress 0.04343479 
## Run 19 stress 0.04305536 
## Run 20 stress 0.04313548 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.04246107 
## Run 1 stress 0.04299333 
## Run 2 stress 0.04282061 
## ... Procrustes: rmse 0.01461284  max resid 0.04818227 
## Run 3 stress 0.04284426 
## ... Procrustes: rmse 0.01466732  max resid 0.06284287 
## Run 4 stress 0.04327543 
## Run 5 stress 0.04321255 
## Run 6 stress 0.04262359 
## ... Procrustes: rmse 0.01318522  max resid 0.05433407 
## Run 7 stress 0.04306971 
## Run 8 stress 0.04322301 
## Run 9 stress 0.04322924 
## Run 10 stress 0.04284663 
## ... Procrustes: rmse 0.01815482  max resid 0.05573168 
## Run 11 stress 0.04291228 
## ... Procrustes: rmse 0.01621614  max resid 0.0547955 
## Run 12 stress 0.04302306 
## Run 13 stress 0.04313876 
## Run 14 stress 0.04332548 
## Run 15 stress 0.04326428 
## Run 16 stress 0.04310968 
## Run 17 stress 0.0434107 
## Run 18 stress 0.04328671 
## Run 19 stress 0.04309942 
## Run 20 stress 0.04320739 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.04246107 
## Run 1 stress 0.04324732 
## Run 2 stress 0.04320158 
## Run 3 stress 0.04264531 
## ... Procrustes: rmse 0.01048487  max resid 0.04113926 
## Run 4 stress 0.04347547 
## Run 5 stress 0.04283837 
## ... Procrustes: rmse 0.01274444  max resid 0.05271423 
## Run 6 stress 0.04288029 
## ... Procrustes: rmse 0.01807772  max resid 0.06243258 
## Run 7 stress 0.04333149 
## Run 8 stress 0.04293435 
## ... Procrustes: rmse 0.01336975  max resid 0.04921935 
## Run 9 stress 0.04317142 
## Run 10 stress 0.04366273 
## Run 11 stress 0.04295873 
## ... Procrustes: rmse 0.0168543  max resid 0.04954162 
## Run 12 stress 0.04329354 
## Run 13 stress 0.04301114 
## Run 14 stress 0.04353972 
## Run 15 stress 0.04290216 
## ... Procrustes: rmse 0.01347668  max resid 0.06332878 
## Run 16 stress 0.04324513 
## Run 17 stress 0.04509322 
## Run 18 stress 0.04290596 
## ... Procrustes: rmse 0.01781833  max resid 0.05893926 
## Run 19 stress 0.04329922 
## Run 20 stress 0.04301071 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.04246107 
## Run 1 stress 0.0431416 
## Run 2 stress 0.04365554 
## Run 3 stress 0.0433865 
## Run 4 stress 0.04310484 
## Run 5 stress 0.04367174 
## Run 6 stress 0.04286548 
## ... Procrustes: rmse 0.01289019  max resid 0.05929193 
## Run 7 stress 0.04290971 
## ... Procrustes: rmse 0.01515162  max resid 0.05993087 
## Run 8 stress 0.04307933 
## Run 9 stress 0.04334527 
## Run 10 stress 0.04302499 
## Run 11 stress 0.0433956 
## Run 12 stress 0.0432197 
## Run 13 stress 0.04286985 
## ... Procrustes: rmse 0.0140183  max resid 0.04993246 
## Run 14 stress 0.04313143 
## Run 15 stress 0.04355764 
## Run 16 stress 0.04335958 
## Run 17 stress 0.04322639 
## Run 18 stress 0.04320268 
## Run 19 stress 0.04351221 
## Run 20 stress 0.04294015 
## ... Procrustes: rmse 0.0179315  max resid 0.07473608 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.04246107 
## Run 1 stress 0.04331902 
## Run 2 stress 0.04300015 
## Run 3 stress 0.04320083 
## Run 4 stress 0.04263366 
## ... Procrustes: rmse 0.01987018  max resid 0.08175584 
## Run 5 stress 0.04281934 
## ... Procrustes: rmse 0.01445673  max resid 0.05480477 
## Run 6 stress 0.04339554 
## Run 7 stress 0.04309609 
## Run 8 stress 0.04290282 
## ... Procrustes: rmse 0.01359188  max resid 0.05602137 
## Run 9 stress 0.04284907 
## ... Procrustes: rmse 0.01768045  max resid 0.06505259 
## Run 10 stress 0.04329962 
## Run 11 stress 0.04327708 
## Run 12 stress 0.04322587 
## Run 13 stress 0.04311828 
## Run 14 stress 0.04298803 
## Run 15 stress 0.04316784 
## Run 16 stress 0.04335338 
## Run 17 stress 0.04381057 
## Run 18 stress 0.04310554 
## Run 19 stress 0.04355077 
## Run 20 stress 0.04342054 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.04246107 
## Run 1 stress 0.04347194 
## Run 2 stress 0.04283167 
## ... Procrustes: rmse 0.01391449  max resid 0.05715603 
## Run 3 stress 0.04271128 
## ... Procrustes: rmse 0.012147  max resid 0.05326256 
## Run 4 stress 0.04348168 
## Run 5 stress 0.04286385 
## ... Procrustes: rmse 0.01416398  max resid 0.05503131 
## Run 6 stress 0.04356367 
## Run 7 stress 0.04278327 
## ... Procrustes: rmse 0.01591768  max resid 0.05966903 
## Run 8 stress 0.04280109 
## ... Procrustes: rmse 0.01080045  max resid 0.05021585 
## Run 9 stress 0.0432673 
## Run 10 stress 0.04333194 
## Run 11 stress 0.04282215 
## ... Procrustes: rmse 0.01452281  max resid 0.05496898 
## Run 12 stress 0.04325137 
## Run 13 stress 0.04332221 
## Run 14 stress 0.04329548 
## Run 15 stress 0.04322894 
## Run 16 stress 0.04280762 
## ... Procrustes: rmse 0.01436225  max resid 0.05751269 
## Run 17 stress 0.04337795 
## Run 18 stress 0.04346243 
## Run 19 stress 0.04344212 
## Run 20 stress 0.04314395 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.04246107 
## Run 1 stress 0.04296148 
## Run 2 stress 0.04308478 
## Run 3 stress 0.04300424 
## Run 4 stress 0.04324173 
## Run 5 stress 0.04297857 
## Run 6 stress 0.04303464 
## Run 7 stress 0.04354457 
## Run 8 stress 0.04347335 
## Run 9 stress 0.04312664 
## Run 10 stress 0.04328615 
## Run 11 stress 0.04311523 
## Run 12 stress 0.04359266 
## Run 13 stress 0.04314188 
## Run 14 stress 0.04305294 
## Run 15 stress 0.04327752 
## Run 16 stress 0.0428703 
## ... Procrustes: rmse 0.01543875  max resid 0.04503521 
## Run 17 stress 0.0429754 
## Run 18 stress 0.04336411 
## Run 19 stress 0.04317251 
## Run 20 stress 0.04259287 
## ... Procrustes: rmse 0.02002592  max resid 0.0811126 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.04246107 
## Run 1 stress 0.04338456 
## Run 2 stress 0.04245973 
## ... New best solution
## ... Procrustes: rmse 0.01019455  max resid 0.04702233 
## Run 3 stress 0.04316593 
## Run 4 stress 0.04300457 
## Run 5 stress 0.04279382 
## ... Procrustes: rmse 0.0188944  max resid 0.05929078 
## Run 6 stress 0.04303599 
## Run 7 stress 0.04285237 
## ... Procrustes: rmse 0.01555774  max resid 0.06261725 
## Run 8 stress 0.04295341 
## ... Procrustes: rmse 0.01574251  max resid 0.04547456 
## Run 9 stress 0.04346511 
## Run 10 stress 0.04312615 
## Run 11 stress 0.04388225 
## Run 12 stress 0.0428933 
## ... Procrustes: rmse 0.0147863  max resid 0.04670465 
## Run 13 stress 0.04302273 
## Run 14 stress 0.04294073 
## ... Procrustes: rmse 0.01992947  max resid 0.08354286 
## Run 15 stress 0.04346361 
## Run 16 stress 0.0432983 
## Run 17 stress 0.04363481 
## Run 18 stress 0.04301144 
## Run 19 stress 0.04353098 
## Run 20 stress 0.04312809 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0396839 
## Run 1 stress 0.04086276 
## Run 2 stress 0.04058665 
## Run 3 stress 0.1676616 
## Run 4 stress 0.04002999 
## ... Procrustes: rmse 0.01682734  max resid 0.06744273 
## Run 5 stress 0.04071993 
## Run 6 stress 0.04070953 
## Run 7 stress 0.04034832 
## Run 8 stress 0.04095696 
## Run 9 stress 0.04036596 
## Run 10 stress 0.04058079 
## Run 11 stress 0.04036722 
## Run 12 stress 0.04038883 
## Run 13 stress 0.04224137 
## Run 14 stress 0.0407778 
## Run 15 stress 0.04062778 
## Run 16 stress 0.04007646 
## ... Procrustes: rmse 0.01797472  max resid 0.05934671 
## Run 17 stress 0.04044963 
## Run 18 stress 0.04067721 
## Run 19 stress 0.04060968 
## Run 20 stress 0.04021185 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0396839 
## Run 1 stress 0.04163567 
## Run 2 stress 0.04112309 
## Run 3 stress 0.04331413 
## Run 4 stress 0.04092221 
## Run 5 stress 0.04025735 
## Run 6 stress 0.04032129 
## Run 7 stress 0.04081766 
## Run 8 stress 0.04091859 
## Run 9 stress 0.04153721 
## Run 10 stress 0.04050966 
## Run 11 stress 0.04054933 
## Run 12 stress 0.04030075 
## Run 13 stress 0.04048156 
## Run 14 stress 0.04103129 
## Run 15 stress 0.04119264 
## Run 16 stress 0.04061396 
## Run 17 stress 0.04062652 
## Run 18 stress 0.04075025 
## Run 19 stress 0.04035956 
## Run 20 stress 0.04057394 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0396839 
## Run 1 stress 0.04065383 
## Run 2 stress 0.04084209 
## Run 3 stress 0.04055398 
## Run 4 stress 0.0405396 
## Run 5 stress 0.04088077 
## Run 6 stress 0.03982374 
## ... Procrustes: rmse 0.01464458  max resid 0.04556701 
## Run 7 stress 0.04061274 
## Run 8 stress 0.04131521 
## Run 9 stress 0.04022471 
## Run 10 stress 0.04063634 
## Run 11 stress 0.04055626 
## Run 12 stress 0.04018393 
## Run 13 stress 0.04052157 
## Run 14 stress 0.04083275 
## Run 15 stress 0.04042792 
## Run 16 stress 0.04074683 
## Run 17 stress 0.04082336 
## Run 18 stress 0.04031888 
## Run 19 stress 0.04056148 
## Run 20 stress 0.0497835 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0396839 
## Run 1 stress 0.04113257 
## Run 2 stress 0.04076752 
## Run 3 stress 0.04057108 
## Run 4 stress 0.04029285 
## Run 5 stress 0.04014343 
## ... Procrustes: rmse 0.01849404  max resid 0.0602895 
## Run 6 stress 0.04080381 
## Run 7 stress 0.04024241 
## Run 8 stress 0.04167247 
## Run 9 stress 0.04030853 
## Run 10 stress 0.04078833 
## Run 11 stress 0.04039752 
## Run 12 stress 0.04055501 
## Run 13 stress 0.04055685 
## Run 14 stress 0.04037418 
## Run 15 stress 0.0409647 
## Run 16 stress 0.04062583 
## Run 17 stress 0.04085944 
## Run 18 stress 0.04045964 
## Run 19 stress 0.04070318 
## Run 20 stress 0.0405647 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0396839 
## Run 1 stress 0.04027122 
## Run 2 stress 0.0405767 
## Run 3 stress 0.0400286 
## ... Procrustes: rmse 0.01913247  max resid 0.06502077 
## Run 4 stress 0.0402061 
## Run 5 stress 0.0403263 
## Run 6 stress 0.04055839 
## Run 7 stress 0.04121047 
## Run 8 stress 0.04028023 
## Run 9 stress 0.04048843 
## Run 10 stress 0.0403088 
## Run 11 stress 0.04034452 
## Run 12 stress 0.04071558 
## Run 13 stress 0.04074887 
## Run 14 stress 0.04032191 
## Run 15 stress 0.04052544 
## Run 16 stress 0.04002954 
## ... Procrustes: rmse 0.01328709  max resid 0.04275559 
## Run 17 stress 0.04141615 
## Run 18 stress 0.0410202 
## Run 19 stress 0.04001369 
## ... Procrustes: rmse 0.02006328  max resid 0.0663776 
## Run 20 stress 0.0405363 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0396839 
## Run 1 stress 0.04100126 
## Run 2 stress 0.04038236 
## Run 3 stress 0.04007329 
## ... Procrustes: rmse 0.01869159  max resid 0.06327184 
## Run 4 stress 0.04069371 
## Run 5 stress 0.0403311 
## Run 6 stress 0.04052146 
## Run 7 stress 0.04058244 
## Run 8 stress 0.04107743 
## Run 9 stress 0.04097525 
## Run 10 stress 0.04088957 
## Run 11 stress 0.04042776 
## Run 12 stress 0.04043482 
## Run 13 stress 0.03993905 
## ... Procrustes: rmse 0.01654851  max resid 0.05978822 
## Run 14 stress 0.04066627 
## Run 15 stress 0.04043096 
## Run 16 stress 0.04136948 
## Run 17 stress 0.04167077 
## Run 18 stress 0.04060843 
## Run 19 stress 0.04278469 
## Run 20 stress 0.04090985 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0396839 
## Run 1 stress 0.04030773 
## Run 2 stress 0.04039207 
## Run 3 stress 0.04092377 
## Run 4 stress 0.04189984 
## Run 5 stress 0.04056981 
## Run 6 stress 0.0403787 
## Run 7 stress 0.04047674 
## Run 8 stress 0.04096578 
## Run 9 stress 0.04111011 
## Run 10 stress 0.04048153 
## Run 11 stress 0.04007831 
## ... Procrustes: rmse 0.0194486  max resid 0.05385627 
## Run 12 stress 0.04074066 
## Run 13 stress 0.04115839 
## Run 14 stress 0.04045235 
## Run 15 stress 0.04055905 
## Run 16 stress 0.04024799 
## Run 17 stress 0.04061086 
## Run 18 stress 0.04074052 
## Run 19 stress 0.04029447 
## Run 20 stress 0.0405529 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0396839 
## Run 1 stress 0.04026784 
## Run 2 stress 0.04054055 
## Run 3 stress 0.04119036 
## Run 4 stress 0.04163628 
## Run 5 stress 0.04030108 
## Run 6 stress 0.04051942 
## Run 7 stress 0.04074397 
## Run 8 stress 0.04052771 
## Run 9 stress 0.0400781 
## ... Procrustes: rmse 0.01594615  max resid 0.04632949 
## Run 10 stress 0.04075448 
## Run 11 stress 0.04045438 
## Run 12 stress 0.04039391 
## Run 13 stress 0.0412999 
## Run 14 stress 0.0408107 
## Run 15 stress 0.04044051 
## Run 16 stress 0.04075652 
## Run 17 stress 0.04053604 
## Run 18 stress 0.04043944 
## Run 19 stress 0.04096472 
## Run 20 stress 0.04041639 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0396839 
## Run 1 stress 0.04027832 
## Run 2 stress 0.04029247 
## Run 3 stress 0.04071666 
## Run 4 stress 0.04034322 
## Run 5 stress 0.04038563 
## Run 6 stress 0.04103235 
## Run 7 stress 0.0405349 
## Run 8 stress 0.0401027 
## ... Procrustes: rmse 0.0175631  max resid 0.0590033 
## Run 9 stress 0.04062734 
## Run 10 stress 0.04007051 
## ... Procrustes: rmse 0.01607703  max resid 0.06310302 
## Run 11 stress 0.04046085 
## Run 12 stress 0.04061814 
## Run 13 stress 0.04067666 
## Run 14 stress 0.04060342 
## Run 15 stress 0.0403805 
## Run 16 stress 0.04071707 
## Run 17 stress 0.04022716 
## Run 18 stress 0.04062482 
## Run 19 stress 0.04063563 
## Run 20 stress 0.04060815 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0396839 
## Run 1 stress 0.04029765 
## Run 2 stress 0.0406365 
## Run 3 stress 0.04090158 
## Run 4 stress 0.04177761 
## Run 5 stress 0.04071633 
## Run 6 stress 0.04014689 
## ... Procrustes: rmse 0.01627202  max resid 0.05978243 
## Run 7 stress 0.04058475 
## Run 8 stress 0.04052024 
## Run 9 stress 0.04075163 
## Run 10 stress 0.04033941 
## Run 11 stress 0.04096176 
## Run 12 stress 0.04149499 
## Run 13 stress 0.04121989 
## Run 14 stress 0.04088242 
## Run 15 stress 0.04023132 
## Run 16 stress 0.04029776 
## Run 17 stress 0.04020786 
## Run 18 stress 0.04079999 
## Run 19 stress 0.0409016 
## Run 20 stress 0.04085001 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03736581 
## Run 1 stress 0.03843587 
## Run 2 stress 0.03861438 
## Run 3 stress 0.03824579 
## Run 4 stress 0.03841706 
## Run 5 stress 0.0390287 
## Run 6 stress 0.03949342 
## Run 7 stress 0.03825411 
## Run 8 stress 0.03847046 
## Run 9 stress 0.03851341 
## Run 10 stress 0.03829266 
## Run 11 stress 0.03894043 
## Run 12 stress 0.03944548 
## Run 13 stress 0.03825681 
## Run 14 stress 0.03843802 
## Run 15 stress 0.03862794 
## Run 16 stress 0.0387045 
## Run 17 stress 0.03816304 
## Run 18 stress 0.03864626 
## Run 19 stress 0.03799028 
## Run 20 stress 0.03832412 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03736581 
## Run 1 stress 0.03826237 
## Run 2 stress 0.03869373 
## Run 3 stress 0.03913135 
## Run 4 stress 0.03825888 
## Run 5 stress 0.0378998 
## Run 6 stress 0.03843438 
## Run 7 stress 0.03832723 
## Run 8 stress 0.03852558 
## Run 9 stress 0.03793288 
## Run 10 stress 0.03806455 
## Run 11 stress 0.03804602 
## Run 12 stress 0.03848115 
## Run 13 stress 0.03824875 
## Run 14 stress 0.03877366 
## Run 15 stress 0.03802531 
## Run 16 stress 0.03834398 
## Run 17 stress 0.03845086 
## Run 18 stress 0.03801853 
## Run 19 stress 0.03898431 
## Run 20 stress 0.03818164 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03736581 
## Run 1 stress 0.03833918 
## Run 2 stress 0.03922063 
## Run 3 stress 0.0385305 
## Run 4 stress 0.03873138 
## Run 5 stress 0.0391447 
## Run 6 stress 0.03851573 
## Run 7 stress 0.03810035 
## Run 8 stress 0.03795827 
## Run 9 stress 0.03830731 
## Run 10 stress 0.03785627 
## ... Procrustes: rmse 0.01757208  max resid 0.0507557 
## Run 11 stress 0.03869832 
## Run 12 stress 0.03801191 
## Run 13 stress 0.03837322 
## Run 14 stress 0.03838967 
## Run 15 stress 0.03877215 
## Run 16 stress 0.03849662 
## Run 17 stress 0.03829928 
## Run 18 stress 0.03798714 
## Run 19 stress 0.03905263 
## Run 20 stress 0.03862359 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03736581 
## Run 1 stress 0.03817067 
## Run 2 stress 0.0383575 
## Run 3 stress 0.03862421 
## Run 4 stress 0.03821302 
## Run 5 stress 0.03852058 
## Run 6 stress 0.03815893 
## Run 7 stress 0.03856941 
## Run 8 stress 0.03875942 
## Run 9 stress 0.03817834 
## Run 10 stress 0.03907489 
## Run 11 stress 0.03842417 
## Run 12 stress 0.03817238 
## Run 13 stress 0.03859735 
## Run 14 stress 0.03816056 
## Run 15 stress 0.03806573 
## Run 16 stress 0.03854575 
## Run 17 stress 0.03816075 
## Run 18 stress 0.03822593 
## Run 19 stress 0.03913565 
## Run 20 stress 0.03842503 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03736581 
## Run 1 stress 0.03858094 
## Run 2 stress 0.03798012 
## Run 3 stress 0.03886192 
## Run 4 stress 0.03826748 
## Run 5 stress 0.03818388 
## Run 6 stress 0.0383782 
## Run 7 stress 0.03831564 
## Run 8 stress 0.03795321 
## Run 9 stress 0.03852127 
## Run 10 stress 0.03863559 
## Run 11 stress 0.03901566 
## Run 12 stress 0.03868986 
## Run 13 stress 0.03916551 
## Run 14 stress 0.03791281 
## Run 15 stress 0.03887871 
## Run 16 stress 0.03866669 
## Run 17 stress 0.03837971 
## Run 18 stress 0.03821696 
## Run 19 stress 0.03827228 
## Run 20 stress 0.03809915 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03736581 
## Run 1 stress 0.0384423 
## Run 2 stress 0.03911922 
## Run 3 stress 0.03808625 
## Run 4 stress 0.03841926 
## Run 5 stress 0.0380999 
## Run 6 stress 0.03790726 
## Run 7 stress 0.0389726 
## Run 8 stress 0.0380051 
## Run 9 stress 0.03842935 
## Run 10 stress 0.03792534 
## Run 11 stress 0.03842429 
## Run 12 stress 0.03886687 
## Run 13 stress 0.03838762 
## Run 14 stress 0.03814108 
## Run 15 stress 0.0384065 
## Run 16 stress 0.03825852 
## Run 17 stress 0.0383654 
## Run 18 stress 0.03809889 
## Run 19 stress 0.03838792 
## Run 20 stress 0.0387277 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03736581 
## Run 1 stress 0.0393669 
## Run 2 stress 0.03854041 
## Run 3 stress 0.03920571 
## Run 4 stress 0.03859506 
## Run 5 stress 0.03820925 
## Run 6 stress 0.03871006 
## Run 7 stress 0.0386892 
## Run 8 stress 0.03844245 
## Run 9 stress 0.0380822 
## Run 10 stress 0.03844809 
## Run 11 stress 0.03808033 
## Run 12 stress 0.03840889 
## Run 13 stress 0.03826775 
## Run 14 stress 0.03855939 
## Run 15 stress 0.03888891 
## Run 16 stress 0.03842451 
## Run 17 stress 0.03883208 
## Run 18 stress 0.03794729 
## Run 19 stress 0.03813973 
## Run 20 stress 0.03854627 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03736581 
## Run 1 stress 0.03928711 
## Run 2 stress 0.03806545 
## Run 3 stress 0.03818239 
## Run 4 stress 0.03921615 
## Run 5 stress 0.03830893 
## Run 6 stress 0.03805268 
## Run 7 stress 0.03802813 
## Run 8 stress 0.03801726 
## Run 9 stress 0.03892903 
## Run 10 stress 0.03809842 
## Run 11 stress 0.03860784 
## Run 12 stress 0.03881054 
## Run 13 stress 0.03874399 
## Run 14 stress 0.0391473 
## Run 15 stress 0.03859381 
## Run 16 stress 0.03863897 
## Run 17 stress 0.03828444 
## Run 18 stress 0.03832103 
## Run 19 stress 0.03903569 
## Run 20 stress 0.03866385 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03736581 
## Run 1 stress 0.0384931 
## Run 2 stress 0.03849802 
## Run 3 stress 0.0385788 
## Run 4 stress 0.03806264 
## Run 5 stress 0.03895927 
## Run 6 stress 0.03873312 
## Run 7 stress 0.03868036 
## Run 8 stress 0.03934217 
## Run 9 stress 0.03852236 
## Run 10 stress 0.03901091 
## Run 11 stress 0.0383958 
## Run 12 stress 0.0401713 
## Run 13 stress 0.03810369 
## Run 14 stress 0.03834726 
## Run 15 stress 0.03807501 
## Run 16 stress 0.03807836 
## Run 17 stress 0.03845088 
## Run 18 stress 0.03807499 
## Run 19 stress 0.03937252 
## Run 20 stress 0.03807175 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03736581 
## Run 1 stress 0.03837817 
## Run 2 stress 0.03887574 
## Run 3 stress 0.03834718 
## Run 4 stress 0.0384149 
## Run 5 stress 0.03934239 
## Run 6 stress 0.0386104 
## Run 7 stress 0.03877299 
## Run 8 stress 0.03873247 
## Run 9 stress 0.03840693 
## Run 10 stress 0.03859352 
## Run 11 stress 0.03837098 
## Run 12 stress 0.03889537 
## Run 13 stress 0.03822999 
## Run 14 stress 0.0383736 
## Run 15 stress 0.03870228 
## Run 16 stress 0.03818565 
## Run 17 stress 0.03826718 
## Run 18 stress 0.03816119 
## Run 19 stress 0.03917525 
## Run 20 stress 0.03840675 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03556314 
## Run 1 stress 0.03612943 
## Run 2 stress 0.03666038 
## Run 3 stress 0.03697464 
## Run 4 stress 0.03636921 
## Run 5 stress 0.03640403 
## Run 6 stress 0.03628738 
## Run 7 stress 0.03697644 
## Run 8 stress 0.03641199 
## Run 9 stress 0.03640921 
## Run 10 stress 0.03670971 
## Run 11 stress 0.03729914 
## Run 12 stress 0.0365529 
## Run 13 stress 0.03649763 
## Run 14 stress 0.03627305 
## Run 15 stress 0.0369571 
## Run 16 stress 0.03602284 
## ... Procrustes: rmse 0.02101362  max resid 0.05790103 
## Run 17 stress 0.03644817 
## Run 18 stress 0.03672272 
## Run 19 stress 0.03699378 
## Run 20 stress 0.03683664 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03556314 
## Run 1 stress 0.03658068 
## Run 2 stress 0.03616318 
## Run 3 stress 0.03702136 
## Run 4 stress 0.03711864 
## Run 5 stress 0.03629072 
## Run 6 stress 0.03622357 
## Run 7 stress 0.0366498 
## Run 8 stress 0.0360567 
## ... Procrustes: rmse 0.01938684  max resid 0.05740613 
## Run 9 stress 0.03597841 
## ... Procrustes: rmse 0.01673035  max resid 0.05060782 
## Run 10 stress 0.03623171 
## Run 11 stress 0.0373002 
## Run 12 stress 0.0371291 
## Run 13 stress 0.0363291 
## Run 14 stress 0.03655999 
## Run 15 stress 0.03679669 
## Run 16 stress 0.03679223 
## Run 17 stress 0.03706955 
## Run 18 stress 0.03613045 
## Run 19 stress 0.03664742 
## Run 20 stress 0.03701546 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03556314 
## Run 1 stress 0.03676707 
## Run 2 stress 0.03675452 
## Run 3 stress 0.03685627 
## Run 4 stress 0.03667423 
## Run 5 stress 0.03647346 
## Run 6 stress 0.03642243 
## Run 7 stress 0.03675516 
## Run 8 stress 0.03674212 
## Run 9 stress 0.03625885 
## Run 10 stress 0.03653014 
## Run 11 stress 0.03637867 
## Run 12 stress 0.03642651 
## Run 13 stress 0.03681375 
## Run 14 stress 0.03621166 
## Run 15 stress 0.03638274 
## Run 16 stress 0.03614785 
## Run 17 stress 0.03673245 
## Run 18 stress 0.03646693 
## Run 19 stress 0.03708117 
## Run 20 stress 0.03634732 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03556314 
## Run 1 stress 0.03626796 
## Run 2 stress 0.03651574 
## Run 3 stress 0.03613374 
## Run 4 stress 0.03628883 
## Run 5 stress 0.03633552 
## Run 6 stress 0.03592522 
## ... Procrustes: rmse 0.01911893  max resid 0.0486405 
## Run 7 stress 0.03662524 
## Run 8 stress 0.0371478 
## Run 9 stress 0.03670536 
## Run 10 stress 0.03626842 
## Run 11 stress 0.03665575 
## Run 12 stress 0.03626139 
## Run 13 stress 0.03693547 
## Run 14 stress 0.03761831 
## Run 15 stress 0.03608134 
## Run 16 stress 0.03604142 
## ... Procrustes: rmse 0.02116445  max resid 0.0598344 
## Run 17 stress 0.03638197 
## Run 18 stress 0.03670088 
## Run 19 stress 0.03633523 
## Run 20 stress 0.03712856 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03556314 
## Run 1 stress 0.03648389 
## Run 2 stress 0.03658141 
## Run 3 stress 0.03683479 
## Run 4 stress 0.03655267 
## Run 5 stress 0.03627839 
## Run 6 stress 0.03700175 
## Run 7 stress 0.03612662 
## Run 8 stress 0.03591406 
## ... Procrustes: rmse 0.01667953  max resid 0.05064828 
## Run 9 stress 0.03638403 
## Run 10 stress 0.0363228 
## Run 11 stress 0.03670808 
## Run 12 stress 0.03613967 
## Run 13 stress 0.03670528 
## Run 14 stress 0.03610951 
## Run 15 stress 0.03670742 
## Run 16 stress 0.03589267 
## ... Procrustes: rmse 0.01810254  max resid 0.04494675 
## Run 17 stress 0.03635334 
## Run 18 stress 0.0372141 
## Run 19 stress 0.03651573 
## Run 20 stress 0.03627405 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03556314 
## Run 1 stress 0.03624365 
## Run 2 stress 0.03638985 
## Run 3 stress 0.03655369 
## Run 4 stress 0.03703703 
## Run 5 stress 0.03735255 
## Run 6 stress 0.03648929 
## Run 7 stress 0.03673233 
## Run 8 stress 0.03675688 
## Run 9 stress 0.03640071 
## Run 10 stress 0.03647282 
## Run 11 stress 0.03628817 
## Run 12 stress 0.03633383 
## Run 13 stress 0.0370165 
## Run 14 stress 0.0370053 
## Run 15 stress 0.03649571 
## Run 16 stress 0.0363492 
## Run 17 stress 0.03601307 
## ... Procrustes: rmse 0.021165  max resid 0.0485891 
## Run 18 stress 0.03639909 
## Run 19 stress 0.03679678 
## Run 20 stress 0.03780951 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03556314 
## Run 1 stress 0.03664874 
## Run 2 stress 0.03635522 
## Run 3 stress 0.03678949 
## Run 4 stress 0.0361284 
## Run 5 stress 0.03641413 
## Run 6 stress 0.03691645 
## Run 7 stress 0.03664347 
## Run 8 stress 0.0362508 
## Run 9 stress 0.03636188 
## Run 10 stress 0.03573647 
## ... Procrustes: rmse 0.0168071  max resid 0.05988875 
## Run 11 stress 0.03597035 
## ... Procrustes: rmse 0.02269848  max resid 0.05284058 
## Run 12 stress 0.03682892 
## Run 13 stress 0.03657497 
## Run 14 stress 0.03614385 
## Run 15 stress 0.03682556 
## Run 16 stress 0.03645317 
## Run 17 stress 0.03651026 
## Run 18 stress 0.03686449 
## Run 19 stress 0.03687653 
## Run 20 stress 0.03679454 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03556314 
## Run 1 stress 0.03620808 
## Run 2 stress 0.03650242 
## Run 3 stress 0.0364216 
## Run 4 stress 0.0366261 
## Run 5 stress 0.03678396 
## Run 6 stress 0.03714841 
## Run 7 stress 0.03614928 
## Run 8 stress 0.0365903 
## Run 9 stress 0.03682696 
## Run 10 stress 0.03706044 
## Run 11 stress 0.03658019 
## Run 12 stress 0.03670244 
## Run 13 stress 0.03663035 
## Run 14 stress 0.03708102 
## Run 15 stress 0.03594623 
## ... Procrustes: rmse 0.0200781  max resid 0.06210438 
## Run 16 stress 0.0372217 
## Run 17 stress 0.03696086 
## Run 18 stress 0.03657665 
## Run 19 stress 0.0368141 
## Run 20 stress 0.03761334 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03556314 
## Run 1 stress 0.03828072 
## Run 2 stress 0.03612205 
## Run 3 stress 0.03630753 
## Run 4 stress 0.03700717 
## Run 5 stress 0.03640549 
## Run 6 stress 0.0371321 
## Run 7 stress 0.03719056 
## Run 8 stress 0.03751075 
## Run 9 stress 0.03676979 
## Run 10 stress 0.03720786 
## Run 11 stress 0.03639159 
## Run 12 stress 0.03615793 
## Run 13 stress 0.03631256 
## Run 14 stress 0.03667895 
## Run 15 stress 0.03600122 
## ... Procrustes: rmse 0.0187349  max resid 0.05182761 
## Run 16 stress 0.03637062 
## Run 17 stress 0.03662629 
## Run 18 stress 0.03671096 
## Run 19 stress 0.03620518 
## Run 20 stress 0.03636009 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03556314 
## Run 1 stress 0.03808666 
## Run 2 stress 0.03676112 
## Run 3 stress 0.03656729 
## Run 4 stress 0.03629643 
## Run 5 stress 0.03685644 
## Run 6 stress 0.03663139 
## Run 7 stress 0.03654548 
## Run 8 stress 0.0364318 
## Run 9 stress 0.03649899 
## Run 10 stress 0.03642131 
## Run 11 stress 0.03600881 
## ... Procrustes: rmse 0.0191683  max resid 0.04898073 
## Run 12 stress 0.03627537 
## Run 13 stress 0.03678589 
## Run 14 stress 0.04121357 
## Run 15 stress 0.03624892 
## Run 16 stress 0.03650938 
## Run 17 stress 0.03610983 
## Run 18 stress 0.03693749 
## Run 19 stress 0.03661904 
## Run 20 stress 0.03612514 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03372523 
## Run 1 stress 0.03464319 
## Run 2 stress 0.03421042 
## ... Procrustes: rmse 0.01920024  max resid 0.04894685 
## Run 3 stress 0.03526884 
## Run 4 stress 0.03547804 
## Run 5 stress 0.03476881 
## Run 6 stress 0.03726777 
## Run 7 stress 0.03508505 
## Run 8 stress 0.03436527 
## Run 9 stress 0.03461092 
## Run 10 stress 0.03536309 
## Run 11 stress 0.0347759 
## Run 12 stress 0.03529785 
## Run 13 stress 0.03465755 
## Run 14 stress 0.03467031 
## Run 15 stress 0.03520108 
## Run 16 stress 0.03442257 
## Run 17 stress 0.03560073 
## Run 18 stress 0.03510137 
## Run 19 stress 0.0343396 
## Run 20 stress 0.03485146 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03372523 
## Run 1 stress 0.03547993 
## Run 2 stress 0.03479303 
## Run 3 stress 0.03461685 
## Run 4 stress 0.03606747 
## Run 5 stress 0.03477311 
## Run 6 stress 0.03455887 
## Run 7 stress 0.03489192 
## Run 8 stress 0.03471742 
## Run 9 stress 0.0348136 
## Run 10 stress 0.03563647 
## Run 11 stress 0.03467879 
## Run 12 stress 0.03439052 
## Run 13 stress 0.03483338 
## Run 14 stress 0.03473938 
## Run 15 stress 0.03541032 
## Run 16 stress 0.03434226 
## Run 17 stress 0.03516991 
## Run 18 stress 0.0353384 
## Run 19 stress 0.03464612 
## Run 20 stress 0.03511099 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03372523 
## Run 1 stress 0.0350409 
## Run 2 stress 0.0375414 
## Run 3 stress 0.03674736 
## Run 4 stress 0.03462532 
## Run 5 stress 0.03498649 
## Run 6 stress 0.03461548 
## Run 7 stress 0.03506733 
## Run 8 stress 0.03580831 
## Run 9 stress 0.03475834 
## Run 10 stress 0.03777479 
## Run 11 stress 0.03494712 
## Run 12 stress 0.03432223 
## Run 13 stress 0.03572458 
## Run 14 stress 0.03474319 
## Run 15 stress 0.03467923 
## Run 16 stress 0.03488297 
## Run 17 stress 0.03503076 
## Run 18 stress 0.03473032 
## Run 19 stress 0.03515022 
## Run 20 stress 0.03502294 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03372523 
## Run 1 stress 0.0347272 
## Run 2 stress 0.03610296 
## Run 3 stress 0.03505848 
## Run 4 stress 0.03525296 
## Run 5 stress 0.03498627 
## Run 6 stress 0.03522251 
## Run 7 stress 0.03550408 
## Run 8 stress 0.03727001 
## Run 9 stress 0.03558808 
## Run 10 stress 0.03621058 
## Run 11 stress 0.03437305 
## Run 12 stress 0.03527904 
## Run 13 stress 0.03503233 
## Run 14 stress 0.0355319 
## Run 15 stress 0.03518036 
## Run 16 stress 0.03508689 
## Run 17 stress 0.03480935 
## Run 18 stress 0.03446011 
## Run 19 stress 0.03547855 
## Run 20 stress 0.034454 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03372523 
## Run 1 stress 0.03490061 
## Run 2 stress 0.03508765 
## Run 3 stress 0.03431862 
## Run 4 stress 0.0345337 
## Run 5 stress 0.03490198 
## Run 6 stress 0.03506706 
## Run 7 stress 0.03480746 
## Run 8 stress 0.0354886 
## Run 9 stress 0.03515742 
## Run 10 stress 0.03493618 
## Run 11 stress 0.03464858 
## Run 12 stress 0.03504231 
## Run 13 stress 0.03503022 
## Run 14 stress 0.03507901 
## Run 15 stress 0.03507812 
## Run 16 stress 0.03523648 
## Run 17 stress 0.03533159 
## Run 18 stress 0.03409568 
## ... Procrustes: rmse 0.01967367  max resid 0.04825687 
## Run 19 stress 0.03516297 
## Run 20 stress 0.03521667 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03372523 
## Run 1 stress 0.0348304 
## Run 2 stress 0.03936579 
## Run 3 stress 0.03504053 
## Run 4 stress 0.03527384 
## Run 5 stress 0.03422194 
## ... Procrustes: rmse 0.01612474  max resid 0.05771157 
## Run 6 stress 0.03454388 
## Run 7 stress 0.03483215 
## Run 8 stress 0.03463149 
## Run 9 stress 0.03498336 
## Run 10 stress 0.03433321 
## Run 11 stress 0.03556824 
## Run 12 stress 0.03476587 
## Run 13 stress 0.03541036 
## Run 14 stress 0.03692768 
## Run 15 stress 0.03476282 
## Run 16 stress 0.03453536 
## Run 17 stress 0.03459832 
## Run 18 stress 0.03548381 
## Run 19 stress 0.03459309 
## Run 20 stress 0.03587599 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03372523 
## Run 1 stress 0.03439995 
## Run 2 stress 0.03501357 
## Run 3 stress 0.03462771 
## Run 4 stress 0.03606068 
## Run 5 stress 0.03491086 
## Run 6 stress 0.03566347 
## Run 7 stress 0.03520181 
## Run 8 stress 0.03449186 
## Run 9 stress 0.03474922 
## Run 10 stress 0.03564494 
## Run 11 stress 0.03563847 
## Run 12 stress 0.03498822 
## Run 13 stress 0.03484497 
## Run 14 stress 0.03658861 
## Run 15 stress 0.03501054 
## Run 16 stress 0.03448256 
## Run 17 stress 0.03485975 
## Run 18 stress 0.03509147 
## Run 19 stress 0.03464527 
## Run 20 stress 0.03470931 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03372523 
## Run 1 stress 0.03447322 
## Run 2 stress 0.03461843 
## Run 3 stress 0.03533095 
## Run 4 stress 0.0346913 
## Run 5 stress 0.05706864 
## Run 6 stress 0.03546367 
## Run 7 stress 0.03462937 
## Run 8 stress 0.03441193 
## Run 9 stress 0.03452107 
## Run 10 stress 0.03468978 
## Run 11 stress 0.03490299 
## Run 12 stress 0.03477415 
## Run 13 stress 0.03512103 
## Run 14 stress 0.03473805 
## Run 15 stress 0.03422121 
## ... Procrustes: rmse 0.01989335  max resid 0.05251326 
## Run 16 stress 0.03441627 
## Run 17 stress 0.03474287 
## Run 18 stress 0.03504549 
## Run 19 stress 0.03735943 
## Run 20 stress 0.03507654 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03372523 
## Run 1 stress 0.0352216 
## Run 2 stress 0.03466645 
## Run 3 stress 0.03487926 
## Run 4 stress 0.03487335 
## Run 5 stress 0.03480665 
## Run 6 stress 0.03534482 
## Run 7 stress 0.03540739 
## Run 8 stress 0.03512718 
## Run 9 stress 0.03452274 
## Run 10 stress 0.03455346 
## Run 11 stress 0.03447069 
## Run 12 stress 0.03464001 
## Run 13 stress 0.03490236 
## Run 14 stress 0.03404991 
## ... Procrustes: rmse 0.01637516  max resid 0.03855868 
## Run 15 stress 0.03523125 
## Run 16 stress 0.03554173 
## Run 17 stress 0.03482014 
## Run 18 stress 0.03524408 
## Run 19 stress 0.03533916 
## Run 20 stress 0.03485273 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.03372523 
## Run 1 stress 0.03476454 
## Run 2 stress 0.03497295 
## Run 3 stress 0.03467819 
## Run 4 stress 0.03433324 
## Run 5 stress 0.03488021 
## Run 6 stress 0.03536542 
## Run 7 stress 0.03677083 
## Run 8 stress 0.03435191 
## Run 9 stress 0.03446057 
## Run 10 stress 0.0346425 
## Run 11 stress 0.03530197 
## Run 12 stress 0.03560664 
## Run 13 stress 0.03467241 
## Run 14 stress 0.03464029 
## Run 15 stress 0.03521497 
## Run 16 stress 0.03514125 
## Run 17 stress 0.03513886 
## Run 18 stress 0.03475679 
## Run 19 stress 0.03508109 
## Run 20 stress 0.03467527 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.3486849 
## Run 1 stress 0.4710149 
## Run 2 stress 0.4681138 
## Run 3 stress 0.5007449 
## Run 4 stress 0.4323079 
## Run 5 stress 0.4345519 
## Run 6 stress 0.4356665 
## Run 7 stress 0.4605425 
## Run 8 stress 0.4555618 
## Run 9 stress 0.4385888 
## Run 10 stress 0.5034517 
## Run 11 stress 0.501185 
## Run 12 stress 0.4716944 
## Run 13 stress 0.4896726 
## Run 14 stress 0.4432541 
## Run 15 stress 0.447861 
## Run 16 stress 0.5736281 
## Run 17 stress 0.4657027 
## Run 18 stress 0.4459667 
## Run 19 stress 0.4263826 
## Run 20 stress 0.4594306 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      5: stress ratio > sratmax
##     15: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3486849 
## Run 1 stress 0.4774695 
## Run 2 stress 0.42164 
## Run 3 stress 0.4639465 
## Run 4 stress 0.454697 
## Run 5 stress 0.5736625 
## Run 6 stress 0.4700426 
## Run 7 stress 0.4585918 
## Run 8 stress 0.4672485 
## Run 9 stress 0.4393697 
## Run 10 stress 0.5735085 
## Run 11 stress 0.4694839 
## Run 12 stress 0.4322224 
## Run 13 stress 0.5734225 
## Run 14 stress 0.5116879 
## Run 15 stress 0.5045062 
## Run 16 stress 0.5736358 
## Run 17 stress 0.4597787 
## Run 18 stress 0.4127454 
## Run 19 stress 0.4585826 
## Run 20 stress 0.4688873 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      3: stress ratio > sratmax
##     17: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3486849 
## Run 1 stress 0.4902183 
## Run 2 stress 0.4446572 
## Run 3 stress 0.447052 
## Run 4 stress 0.5733191 
## Run 5 stress 0.4505912 
## Run 6 stress 0.502096 
## Run 7 stress 0.470658 
## Run 8 stress 0.5735496 
## Run 9 stress 0.57357 
## Run 10 stress 0.4790847 
## Run 11 stress 0.5026816 
## Run 12 stress 0.4570386 
## Run 13 stress 0.3985676 
## Run 14 stress 0.4730415 
## Run 15 stress 0.4558957 
## Run 16 stress 0.4310176 
## Run 17 stress 0.4535056 
## Run 18 stress 0.5736231 
## Run 19 stress 0.5736361 
## Run 20 stress 0.5054263 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      5: stress ratio > sratmax
##     15: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3486849 
## Run 1 stress 0.4461001 
## Run 2 stress 0.500355 
## Run 3 stress 0.5734989 
## Run 4 stress 0.4497359 
## Run 5 stress 0.4296116 
## Run 6 stress 0.4718418 
## Run 7 stress 0.5735757 
## Run 8 stress 0.4723295 
## Run 9 stress 0.4093902 
## Run 10 stress 0.5737014 
## Run 11 stress 0.4712165 
## Run 12 stress 0.4700721 
## Run 13 stress 0.4788463 
## Run 14 stress 0.4686963 
## Run 15 stress 0.460724 
## Run 16 stress 0.5735243 
## Run 17 stress 0.4346299 
## Run 18 stress 0.4705159 
## Run 19 stress 0.4749356 
## Run 20 stress 0.4921091 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      3: stress ratio > sratmax
##     17: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3486849 
## Run 1 stress 0.463892 
## Run 2 stress 0.4556201 
## Run 3 stress 0.5736804 
## Run 4 stress 0.3935896 
## Run 5 stress 0.4617966 
## Run 6 stress 0.4358541 
## Run 7 stress 0.4101143 
## Run 8 stress 0.4695018 
## Run 9 stress 0.5735537 
## Run 10 stress 0.4508052 
## Run 11 stress 0.4785576 
## Run 12 stress 0.4497159 
## Run 13 stress 0.5735655 
## Run 14 stress 0.4129913 
## Run 15 stress 0.4614815 
## Run 16 stress 0.4771332 
## Run 17 stress 0.4262246 
## Run 18 stress 0.4634747 
## Run 19 stress 0.4437886 
## Run 20 stress 0.5736834 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      1: stress ratio > sratmax
##     19: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3486849 
## Run 1 stress 0.4453489 
## Run 2 stress 0.4764811 
## Run 3 stress 0.4288263 
## Run 4 stress 0.5734107 
## Run 5 stress 0.4615797 
## Run 6 stress 0.4220549 
## Run 7 stress 0.4765542 
## Run 8 stress 0.4413789 
## Run 9 stress 0.4736834 
## Run 10 stress 0.4490289 
## Run 11 stress 0.4950976 
## Run 12 stress 0.5736716 
## Run 13 stress 0.4190218 
## Run 14 stress 0.573645 
## Run 15 stress 0.5736268 
## Run 16 stress 0.5733822 
## Run 17 stress 0.4373235 
## Run 18 stress 0.4551599 
## Run 19 stress 0.4932748 
## Run 20 stress 0.4667797 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      2: stress ratio > sratmax
##     18: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3486849 
## Run 1 stress 0.5724202 
## Run 2 stress 0.4702117 
## Run 3 stress 0.4821223 
## Run 4 stress 0.5736489 
## Run 5 stress 0.4989111 
## Run 6 stress 0.4451135 
## Run 7 stress 0.4669244 
## Run 8 stress 0.4643559 
## Run 9 stress 0.4508463 
## Run 10 stress 0.4889194 
## Run 11 stress 0.478755 
## Run 12 stress 0.4586554 
## Run 13 stress 0.5735502 
## Run 14 stress 0.4201905 
## Run 15 stress 0.4519254 
## Run 16 stress 0.4400743 
## Run 17 stress 0.5732835 
## Run 18 stress 0.4914653 
## Run 19 stress 0.4783956 
## Run 20 stress 0.4342841 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      7: stress ratio > sratmax
##     13: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3486849 
## Run 1 stress 0.445112 
## Run 2 stress 0.4361669 
## Run 3 stress 0.4894879 
## Run 4 stress 0.4035469 
## Run 5 stress 0.4489292 
## Run 6 stress 0.428078 
## Run 7 stress 0.4376935 
## Run 8 stress 0.5123124 
## Run 9 stress 0.4350808 
## Run 10 stress 0.5735434 
## Run 11 stress 0.4784254 
## Run 12 stress 0.5735193 
## Run 13 stress 0.4642848 
## Run 14 stress 0.43655 
## Run 15 stress 0.420712 
## Run 16 stress 0.4673121 
## Run 17 stress 0.4624082 
## Run 18 stress 0.4485953 
## Run 19 stress 0.4202559 
## Run 20 stress 0.4593749 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      3: stress ratio > sratmax
##     17: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3486849 
## Run 1 stress 0.5736352 
## Run 2 stress 0.5735833 
## Run 3 stress 0.4447435 
## Run 4 stress 0.4717872 
## Run 5 stress 0.4988382 
## Run 6 stress 0.5727538 
## Run 7 stress 0.43092 
## Run 8 stress 0.4494961 
## Run 9 stress 0.4369538 
## Run 10 stress 0.5054237 
## Run 11 stress 0.4455111 
## Run 12 stress 0.4553642 
## Run 13 stress 0.491579 
## Run 14 stress 0.4102561 
## Run 15 stress 0.4452898 
## Run 16 stress 0.4517904 
## Run 17 stress 0.4578561 
## Run 18 stress 0.506852 
## Run 19 stress 0.4595046 
## Run 20 stress 0.4961567 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      4: stress ratio > sratmax
##     16: scale factor of the gradient < sfgrmin
## Run 0 stress 0.3486849 
## Run 1 stress 0.505014 
## Run 2 stress 0.4737277 
## Run 3 stress 0.4580794 
## Run 4 stress 0.4695383 
## Run 5 stress 0.4493657 
## Run 6 stress 0.4822147 
## Run 7 stress 0.4388369 
## Run 8 stress 0.499592 
## Run 9 stress 0.4532018 
## Run 10 stress 0.5736733 
## Run 11 stress 0.4763248 
## Run 12 stress 0.4585035 
## Run 13 stress 0.398467 
## Run 14 stress 0.49791 
## Run 15 stress 0.4853071 
## Run 16 stress 0.4266934 
## Run 17 stress 0.4861357 
## Run 18 stress 0.4551639 
## Run 19 stress 0.5736794 
## Run 20 stress 0.5736201 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      3: stress ratio > sratmax
##     17: scale factor of the gradient < sfgrmin

## Run 0 stress 0.2044021 
## Run 1 stress 0.2100579 
## Run 2 stress 0.2084752 
## Run 3 stress 0.2097582 
## Run 4 stress 0.2044296 
## ... Procrustes: rmse 0.01947928  max resid 0.1593502 
## Run 5 stress 0.2036214 
## ... New best solution
## ... Procrustes: rmse 0.01343399  max resid 0.1019006 
## Run 6 stress 0.2084148 
## Run 7 stress 0.2036214 
## ... Procrustes: rmse 0.000008111535  max resid 0.00004491296 
## ... Similar to previous best
## Run 8 stress 0.205511 
## Run 9 stress 0.204682 
## Run 10 stress 0.2096692 
## Run 11 stress 0.2081482 
## Run 12 stress 0.2044021 
## Run 13 stress 0.2058074 
## Run 14 stress 0.203084 
## ... New best solution
## ... Procrustes: rmse 0.01266242  max resid 0.157112 
## Run 15 stress 0.203088 
## ... Procrustes: rmse 0.0007057159  max resid 0.005523912 
## ... Similar to previous best
## Run 16 stress 0.212535 
## Run 17 stress 0.2115839 
## Run 18 stress 0.2058074 
## Run 19 stress 0.203084 
## ... Procrustes: rmse 0.00003175423  max resid 0.0002743752 
## ... Similar to previous best
## Run 20 stress 0.205285 
## *** Best solution repeated 2 times
## Run 0 stress 0.2044021 
## Run 1 stress 0.2267383 
## Run 2 stress 0.2088933 
## Run 3 stress 0.2093127 
## Run 4 stress 0.2072064 
## Run 5 stress 0.2036214 
## ... New best solution
## ... Procrustes: rmse 0.01343363  max resid 0.1018994 
## Run 6 stress 0.2125989 
## Run 7 stress 0.2088058 
## Run 8 stress 0.2058525 
## Run 9 stress 0.204109 
## ... Procrustes: rmse 0.01014542  max resid 0.09689001 
## Run 10 stress 0.2036214 
## ... Procrustes: rmse 0.000008919027  max resid 0.00007420102 
## ... Similar to previous best
## Run 11 stress 0.2081557 
## Run 12 stress 0.204952 
## Run 13 stress 0.2036214 
## ... New best solution
## ... Procrustes: rmse 0.00001403414  max resid 0.00008858674 
## ... Similar to previous best
## Run 14 stress 0.2036223 
## ... Procrustes: rmse 0.0003547758  max resid 0.003564395 
## ... Similar to previous best
## Run 15 stress 0.2028244 
## ... New best solution
## ... Procrustes: rmse 0.01916111  max resid 0.1601803 
## Run 16 stress 0.2093175 
## Run 17 stress 0.2088064 
## Run 18 stress 0.2435242 
## Run 19 stress 0.2050752 
## Run 20 stress 0.2089226 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      2: no. of iterations >= maxit
##     10: stress ratio > sratmax
##      8: scale factor of the gradient < sfgrmin
## Run 0 stress 0.2044021 
## Run 1 stress 0.2144869 
## Run 2 stress 0.2081571 
## Run 3 stress 0.2075795 
## Run 4 stress 0.2055112 
## Run 5 stress 0.2126767 
## Run 6 stress 0.2073894 
## Run 7 stress 0.2064938 
## Run 8 stress 0.2032042 
## ... New best solution
## ... Procrustes: rmse 0.01504013  max resid 0.159359 
## Run 9 stress 0.2100446 
## Run 10 stress 0.2036214 
## ... Procrustes: rmse 0.01684374  max resid 0.159447 
## Run 11 stress 0.237861 
## Run 12 stress 0.2386666 
## Run 13 stress 0.2036214 
## ... Procrustes: rmse 0.0168437  max resid 0.1594464 
## Run 14 stress 0.2069873 
## Run 15 stress 0.2205263 
## Run 16 stress 0.2065953 
## Run 17 stress 0.2223094 
## Run 18 stress 0.2180774 
## Run 19 stress 0.2150208 
## Run 20 stress 0.2036214 
## ... Procrustes: rmse 0.01684386  max resid 0.159445 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      2: no. of iterations >= maxit
##     12: stress ratio > sratmax
##      6: scale factor of the gradient < sfgrmin
## Run 0 stress 0.2044021 
## Run 1 stress 0.2089223 
## Run 2 stress 0.2069875 
## Run 3 stress 0.2088064 
## Run 4 stress 0.2138349 
## Run 5 stress 0.2064938 
## Run 6 stress 0.2028253 
## ... New best solution
## ... Procrustes: rmse 0.01307027  max resid 0.1615938 
## Run 7 stress 0.203084 
## ... Procrustes: rmse 0.01382287  max resid 0.1046657 
## Run 8 stress 0.2075232 
## Run 9 stress 0.2174207 
## Run 10 stress 0.2069976 
## Run 11 stress 0.204682 
## Run 12 stress 0.2036214 
## Run 13 stress 0.2029059 
## ... Procrustes: rmse 0.008503134  max resid 0.1041493 
## Run 14 stress 0.2075204 
## Run 15 stress 0.204107 
## Run 16 stress 0.2210329 
## Run 17 stress 0.2055115 
## Run 18 stress 0.2044294 
## Run 19 stress 0.206502 
## Run 20 stress 0.2069969 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      1: no. of iterations >= maxit
##     15: stress ratio > sratmax
##      4: scale factor of the gradient < sfgrmin
## Run 0 stress 0.2044021 
## Run 1 stress 0.2088064 
## Run 2 stress 0.2050745 
## Run 3 stress 0.2050846 
## Run 4 stress 0.2205894 
## Run 5 stress 0.2036378 
## ... New best solution
## ... Procrustes: rmse 0.01194643  max resid 0.1035149 
## Run 6 stress 0.2036223 
## ... New best solution
## ... Procrustes: rmse 0.006415328  max resid 0.07844127 
## Run 7 stress 0.2107594 
## Run 8 stress 0.204432 
## Run 9 stress 0.2075473 
## Run 10 stress 0.2060665 
## Run 11 stress 0.2098893 
## Run 12 stress 0.2362567 
## Run 13 stress 0.2181441 
## Run 14 stress 0.2036223 
## ... Procrustes: rmse 0.000006958676  max resid 0.00003626825 
## ... Similar to previous best
## Run 15 stress 0.2174212 
## Run 16 stress 0.204952 
## Run 17 stress 0.2310845 
## Run 18 stress 0.2043931 
## Run 19 stress 0.2055114 
## Run 20 stress 0.2174625 
## *** Best solution repeated 1 times
## Run 0 stress 0.2044021 
## Run 1 stress 0.2073027 
## Run 2 stress 0.219774 
## Run 3 stress 0.2051184 
## Run 4 stress 0.2047891 
## ... Procrustes: rmse 0.01037021  max resid 0.1276576 
## Run 5 stress 0.2044877 
## ... Procrustes: rmse 0.01767974  max resid 0.1615973 
## Run 6 stress 0.205511 
## Run 7 stress 0.2054573 
## Run 8 stress 0.2075206 
## Run 9 stress 0.2154014 
## Run 10 stress 0.2052839 
## Run 11 stress 0.2044021 
## ... New best solution
## ... Procrustes: rmse 0.00001153267  max resid 0.000097447 
## ... Similar to previous best
## Run 12 stress 0.2072063 
## Run 13 stress 0.2077109 
## Run 14 stress 0.2126035 
## Run 15 stress 0.2064938 
## Run 16 stress 0.205511 
## Run 17 stress 0.2191477 
## Run 18 stress 0.207436 
## Run 19 stress 0.2029043 
## ... New best solution
## ... Procrustes: rmse 0.01514765  max resid 0.1593236 
## Run 20 stress 0.2194112 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      1: no. of iterations >= maxit
##     17: stress ratio > sratmax
##      2: scale factor of the gradient < sfgrmin
## Run 0 stress 0.2044021 
## Run 1 stress 0.2050734 
## Run 2 stress 0.2054573 
## Run 3 stress 0.2050816 
## Run 4 stress 0.2069968 
## Run 5 stress 0.207823 
## Run 6 stress 0.2036214 
## ... New best solution
## ... Procrustes: rmse 0.01343431  max resid 0.1018997 
## Run 7 stress 0.2331711 
## Run 8 stress 0.2100418 
## Run 9 stress 0.2036223 
## ... Procrustes: rmse 0.0003544375  max resid 0.003549826 
## ... Similar to previous best
## Run 10 stress 0.2055111 
## Run 11 stress 0.2028262 
## ... New best solution
## ... Procrustes: rmse 0.01921766  max resid 0.1602162 
## Run 12 stress 0.2054589 
## Run 13 stress 0.2191922 
## Run 14 stress 0.2084119 
## Run 15 stress 0.2058074 
## Run 16 stress 0.2036237 
## Run 17 stress 0.2044877 
## Run 18 stress 0.2081487 
## Run 19 stress 0.2073808 
## Run 20 stress 0.2065023 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     14: stress ratio > sratmax
##      6: scale factor of the gradient < sfgrmin
## Run 0 stress 0.2044021 
## Run 1 stress 0.204952 
## Run 2 stress 0.2036378 
## ... New best solution
## ... Procrustes: rmse 0.01194354  max resid 0.1035107 
## Run 3 stress 0.2030874 
## ... New best solution
## ... Procrustes: rmse 0.01404965  max resid 0.1569494 
## Run 4 stress 0.2125224 
## Run 5 stress 0.2107588 
## Run 6 stress 0.2078234 
## Run 7 stress 0.2118832 
## Run 8 stress 0.2044887 
## Run 9 stress 0.2036214 
## Run 10 stress 0.2029052 
## ... New best solution
## ... Procrustes: rmse 0.01032124  max resid 0.0993202 
## Run 11 stress 0.2142597 
## Run 12 stress 0.2032849 
## ... Procrustes: rmse 0.006276336  max resid 0.07655589 
## Run 13 stress 0.2046816 
## Run 14 stress 0.2058074 
## Run 15 stress 0.2036214 
## Run 16 stress 0.2033087 
## ... Procrustes: rmse 0.01023699  max resid 0.1013454 
## Run 17 stress 0.2170124 
## Run 18 stress 0.2141567 
## Run 19 stress 0.2125111 
## Run 20 stress 0.2060654 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      5: no. of iterations >= maxit
##     14: stress ratio > sratmax
##      1: scale factor of the gradient < sfgrmin
## Run 0 stress 0.2044021 
## Run 1 stress 0.2036214 
## ... New best solution
## ... Procrustes: rmse 0.01343524  max resid 0.1019017 
## Run 2 stress 0.207233 
## Run 3 stress 0.2168882 
## Run 4 stress 0.208478 
## Run 5 stress 0.2036379 
## ... Procrustes: rmse 0.006426736  max resid 0.07863562 
## Run 6 stress 0.2050816 
## Run 7 stress 0.206502 
## Run 8 stress 0.2030859 
## ... New best solution
## ... Procrustes: rmse 0.01266553  max resid 0.1571007 
## Run 9 stress 0.2036223 
## Run 10 stress 0.2066958 
## Run 11 stress 0.2098874 
## Run 12 stress 0.2139526 
## Run 13 stress 0.2075205 
## Run 14 stress 0.22746 
## Run 15 stress 0.2036214 
## Run 16 stress 0.2068414 
## Run 17 stress 0.2107667 
## Run 18 stress 0.2072029 
## Run 19 stress 0.2036223 
## Run 20 stress 0.2029073 
## ... New best solution
## ... Procrustes: rmse 0.01031786  max resid 0.09933649 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      1: no. of iterations >= maxit
##     11: stress ratio > sratmax
##      8: scale factor of the gradient < sfgrmin
## Run 0 stress 0.2044021 
## Run 1 stress 0.2043945 
## ... New best solution
## ... Procrustes: rmse 0.01027946  max resid 0.0981082 
## Run 2 stress 0.2044877 
## ... Procrustes: rmse 0.02089891  max resid 0.1788688 
## Run 3 stress 0.2036378 
## ... New best solution
## ... Procrustes: rmse 0.01028171  max resid 0.09926454 
## Run 4 stress 0.2107681 
## Run 5 stress 0.2074398 
## Run 6 stress 0.2036214 
## ... New best solution
## ... Procrustes: rmse 0.006428319  max resid 0.07844222 
## Run 7 stress 0.2036236 
## ... Procrustes: rmse 0.0004524413  max resid 0.003572093 
## ... Similar to previous best
## Run 8 stress 0.2135654 
## Run 9 stress 0.2028083 
## ... New best solution
## ... Procrustes: rmse 0.01433542  max resid 0.157624 
## Run 10 stress 0.2170674 
## Run 11 stress 0.2044895 
## Run 12 stress 0.2035454 
## Run 13 stress 0.2028253 
## ... Procrustes: rmse 0.01228041  max resid 0.1061432 
## Run 14 stress 0.2301745 
## Run 15 stress 0.2266789 
## Run 16 stress 0.2070269 
## Run 17 stress 0.2036214 
## Run 18 stress 0.2079313 
## Run 19 stress 0.2181515 
## Run 20 stress 0.2030859 
## ... Procrustes: rmse 0.006311085  max resid 0.07728387 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      1: no. of iterations >= maxit
##     12: stress ratio > sratmax
##      7: scale factor of the gradient < sfgrmin
## Run 0 stress 0.13827 
## Run 1 stress 0.1384374 
## ... Procrustes: rmse 0.004311103  max resid 0.05019697 
## Run 2 stress 0.1425798 
## Run 3 stress 0.1384377 
## ... Procrustes: rmse 0.004357664  max resid 0.05075176 
## Run 4 stress 0.1420371 
## Run 5 stress 0.1425798 
## Run 6 stress 0.1384357 
## ... Procrustes: rmse 0.004058713  max resid 0.04716714 
## Run 7 stress 0.1384648 
## ... Procrustes: rmse 0.004840046  max resid 0.05168236 
## Run 8 stress 0.1382983 
## ... Procrustes: rmse 0.001892765  max resid 0.01856732 
## Run 9 stress 0.13827 
## ... New best solution
## ... Procrustes: rmse 0.00002675221  max resid 0.0001282792 
## ... Similar to previous best
## Run 10 stress 0.13827 
## ... Procrustes: rmse 0.00002900491  max resid 0.0001192614 
## ... Similar to previous best
## Run 11 stress 0.1384392 
## ... Procrustes: rmse 0.004580152  max resid 0.0533209 
## Run 12 stress 0.1426909 
## Run 13 stress 0.1433551 
## Run 14 stress 0.1384385 
## ... Procrustes: rmse 0.004478519  max resid 0.05213912 
## Run 15 stress 0.1424245 
## Run 16 stress 0.1384628 
## ... Procrustes: rmse 0.004570869  max resid 0.04809872 
## Run 17 stress 0.1421201 
## Run 18 stress 0.1384374 
## ... Procrustes: rmse 0.004316217  max resid 0.05024414 
## Run 19 stress 0.1384383 
## ... Procrustes: rmse 0.00445026  max resid 0.05180746 
## Run 20 stress 0.1384683 
## ... Procrustes: rmse 0.00527629  max resid 0.05983205 
## *** Best solution repeated 2 times
## Run 0 stress 0.13827 
## Run 1 stress 0.1382701 
## ... Procrustes: rmse 0.00009927625  max resid 0.0005584695 
## ... Similar to previous best
## Run 2 stress 0.1425445 
## Run 3 stress 0.1382979 
## ... Procrustes: rmse 0.00186457  max resid 0.01833611 
## Run 4 stress 0.1384387 
## ... Procrustes: rmse 0.004511472  max resid 0.05254173 
## Run 5 stress 0.1384465 
## ... Procrustes: rmse 0.003641401  max resid 0.03585516 
## Run 6 stress 0.1437369 
## Run 7 stress 0.1411598 
## Run 8 stress 0.1399125 
## Run 9 stress 0.1417839 
## Run 10 stress 0.1382701 
## ... Procrustes: rmse 0.00007564332  max resid 0.0006275222 
## ... Similar to previous best
## Run 11 stress 0.13827 
## ... Procrustes: rmse 0.00003565019  max resid 0.000171255 
## ... Similar to previous best
## Run 12 stress 0.1382701 
## ... Procrustes: rmse 0.00007740862  max resid 0.0004298695 
## ... Similar to previous best
## Run 13 stress 0.1382702 
## ... Procrustes: rmse 0.0001107126  max resid 0.00086792 
## ... Similar to previous best
## Run 14 stress 0.1421213 
## Run 15 stress 0.1425442 
## Run 16 stress 0.13827 
## ... New best solution
## ... Procrustes: rmse 0.00003086716  max resid 0.0001374688 
## ... Similar to previous best
## Run 17 stress 0.1426208 
## Run 18 stress 0.1383567 
## ... Procrustes: rmse 0.001920882  max resid 0.02187661 
## Run 19 stress 0.1424187 
## Run 20 stress 0.13827 
## ... Procrustes: rmse 0.00002138479  max resid 0.0001973471 
## ... Similar to previous best
## *** Best solution repeated 2 times
## Run 0 stress 0.13827 
## Run 1 stress 0.1384649 
## ... Procrustes: rmse 0.004803397  max resid 0.05236436 
## Run 2 stress 0.1423927 
## Run 3 stress 0.13827 
## ... Procrustes: rmse 0.00006092711  max resid 0.0003279213 
## ... Similar to previous best
## Run 4 stress 0.1382978 
## ... Procrustes: rmse 0.001815892  max resid 0.01787365 
## Run 5 stress 0.1427163 
## Run 6 stress 0.1384473 
## ... Procrustes: rmse 0.005042476  max resid 0.05817742 
## Run 7 stress 0.13827 
## ... Procrustes: rmse 0.00005389531  max resid 0.0002654487 
## ... Similar to previous best
## Run 8 stress 0.138437 
## ... Procrustes: rmse 0.004232872  max resid 0.04929497 
## Run 9 stress 0.1384388 
## ... Procrustes: rmse 0.004506272  max resid 0.05247585 
## Run 10 stress 0.1384367 
## ... Procrustes: rmse 0.004191923  max resid 0.04878545 
## Run 11 stress 0.1382982 
## ... Procrustes: rmse 0.001888119  max resid 0.01851445 
## Run 12 stress 0.13827 
## ... Procrustes: rmse 0.00004574628  max resid 0.0002752901 
## ... Similar to previous best
## Run 13 stress 0.1384371 
## ... Procrustes: rmse 0.004257257  max resid 0.04958069 
## Run 14 stress 0.1426904 
## Run 15 stress 0.13827 
## ... Procrustes: rmse 0.00005416362  max resid 0.0003132673 
## ... Similar to previous best
## Run 16 stress 0.1424248 
## Run 17 stress 0.1382701 
## ... Procrustes: rmse 0.00008499936  max resid 0.0004185573 
## ... Similar to previous best
## Run 18 stress 0.1382979 
## ... Procrustes: rmse 0.001854254  max resid 0.01822868 
## Run 19 stress 0.1382983 
## ... Procrustes: rmse 0.001919899  max resid 0.01884574 
## Run 20 stress 0.1425795 
## *** Best solution repeated 5 times
## Run 0 stress 0.13827 
## Run 1 stress 0.1382983 
## ... Procrustes: rmse 0.001911053  max resid 0.01873988 
## Run 2 stress 0.141192 
## Run 3 stress 0.1425793 
## Run 4 stress 0.1424198 
## Run 5 stress 0.1384594 
## ... Procrustes: rmse 0.004227244  max resid 0.04355559 
## Run 6 stress 0.143737 
## Run 7 stress 0.1384395 
## ... Procrustes: rmse 0.004574925  max resid 0.05327401 
## Run 8 stress 0.1426901 
## Run 9 stress 0.1382983 
## ... Procrustes: rmse 0.001917508  max resid 0.01885774 
## Run 10 stress 0.1382982 
## ... Procrustes: rmse 0.001917925  max resid 0.0188206 
## Run 11 stress 0.1425444 
## Run 12 stress 0.1384694 
## ... Procrustes: rmse 0.004908836  max resid 0.05104261 
## Run 13 stress 0.1427887 
## Run 14 stress 0.1423927 
## Run 15 stress 0.138298 
## ... Procrustes: rmse 0.001900044  max resid 0.01869753 
## Run 16 stress 0.1382701 
## ... Procrustes: rmse 0.00009630447  max resid 0.0006037641 
## ... Similar to previous best
## Run 17 stress 0.1384369 
## ... Procrustes: rmse 0.004226975  max resid 0.04922856 
## Run 18 stress 0.1382982 
## ... Procrustes: rmse 0.001900813  max resid 0.01870167 
## Run 19 stress 0.1424188 
## Run 20 stress 0.1382983 
## ... Procrustes: rmse 0.001933391  max resid 0.01900666 
## *** Best solution repeated 1 times
## Run 0 stress 0.13827 
## Run 1 stress 0.13827 
## ... Procrustes: rmse 0.00006447827  max resid 0.0003803675 
## ... Similar to previous best
## Run 2 stress 0.1384396 
## ... Procrustes: rmse 0.004620615  max resid 0.05379371 
## Run 3 stress 0.1421694 
## Run 4 stress 0.1382702 
## ... Procrustes: rmse 0.0001222383  max resid 0.0007314345 
## ... Similar to previous best
## Run 5 stress 0.142788 
## Run 6 stress 0.1383021 
## ... Procrustes: rmse 0.001885936  max resid 0.01812709 
## Run 7 stress 0.140349 
## Run 8 stress 0.1434458 
## Run 9 stress 0.1425447 
## Run 10 stress 0.1382702 
## ... Procrustes: rmse 0.00009160228  max resid 0.0006352682 
## ... Similar to previous best
## Run 11 stress 0.1382702 
## ... Procrustes: rmse 0.0001067668  max resid 0.0007525822 
## ... Similar to previous best
## Run 12 stress 0.1426899 
## Run 13 stress 0.1427547 
## Run 14 stress 0.1425443 
## Run 15 stress 0.1382975 
## ... Procrustes: rmse 0.00171611  max resid 0.01684903 
## Run 16 stress 0.1382983 
## ... Procrustes: rmse 0.001943617  max resid 0.01908775 
## Run 17 stress 0.1411592 
## Run 18 stress 0.1382976 
## ... Procrustes: rmse 0.001711788  max resid 0.01683132 
## Run 19 stress 0.1384633 
## ... Procrustes: rmse 0.004635229  max resid 0.04900993 
## Run 20 stress 0.13827 
## ... New best solution
## ... Procrustes: rmse 0.00004182202  max resid 0.0002348005 
## ... Similar to previous best
## *** Best solution repeated 1 times
## Run 0 stress 0.13827 
## Run 1 stress 0.1422216 
## Run 2 stress 0.1382982 
## ... Procrustes: rmse 0.001916766  max resid 0.01887709 
## Run 3 stress 0.1382829 
## ... Procrustes: rmse 0.0002613891  max resid 0.001590937 
## ... Similar to previous best
## Run 4 stress 0.1425444 
## Run 5 stress 0.1423931 
## Run 6 stress 0.13827 
## ... Procrustes: rmse 0.00006385718  max resid 0.0003550146 
## ... Similar to previous best
## Run 7 stress 0.1424245 
## Run 8 stress 0.1382701 
## ... Procrustes: rmse 0.00007380764  max resid 0.0003661008 
## ... Similar to previous best
## Run 9 stress 0.1382979 
## ... Procrustes: rmse 0.001853812  max resid 0.0182354 
## Run 10 stress 0.1434133 
## Run 11 stress 0.1382701 
## ... Procrustes: rmse 0.0000898632  max resid 0.0004561953 
## ... Similar to previous best
## Run 12 stress 0.1382979 
## ... Procrustes: rmse 0.001850646  max resid 0.01821647 
## Run 13 stress 0.1427881 
## Run 14 stress 0.1404096 
## Run 15 stress 0.1384366 
## ... Procrustes: rmse 0.00416631  max resid 0.04852122 
## Run 16 stress 0.1384389 
## ... Procrustes: rmse 0.004509614  max resid 0.05252278 
## Run 17 stress 0.1382981 
## ... Procrustes: rmse 0.001917142  max resid 0.01888499 
## Run 18 stress 0.1384461 
## ... Procrustes: rmse 0.004651606  max resid 0.05279608 
## Run 19 stress 0.142621 
## Run 20 stress 0.13827 
## ... Procrustes: rmse 0.00007620054  max resid 0.0003797452 
## ... Similar to previous best
## *** Best solution repeated 5 times
## Run 0 stress 0.13827 
## Run 1 stress 0.1384391 
## ... Procrustes: rmse 0.004529289  max resid 0.05274725 
## Run 2 stress 0.1426214 
## Run 3 stress 0.1384378 
## ... Procrustes: rmse 0.004359952  max resid 0.05070707 
## Run 4 stress 0.138438 
## ... Procrustes: rmse 0.004400881  max resid 0.05125119 
## Run 5 stress 0.1384628 
## ... Procrustes: rmse 0.004561358  max resid 0.0481669 
## Run 6 stress 0.1424247 
## Run 7 stress 0.13827 
## ... Procrustes: rmse 0.00004870061  max resid 0.0002845532 
## ... Similar to previous best
## Run 8 stress 0.1434137 
## Run 9 stress 0.143583 
## Run 10 stress 0.13827 
## ... Procrustes: rmse 0.00004060733  max resid 0.0002334682 
## ... Similar to previous best
## Run 11 stress 0.1427554 
## Run 12 stress 0.1384537 
## ... Procrustes: rmse 0.003869751  max resid 0.03892767 
## Run 13 stress 0.1384385 
## ... Procrustes: rmse 0.004469273  max resid 0.05204775 
## Run 14 stress 0.13827 
## ... Procrustes: rmse 0.00007858322  max resid 0.0004382778 
## ... Similar to previous best
## Run 15 stress 0.1384592 
## ... Procrustes: rmse 0.004216527  max resid 0.04341357 
## Run 16 stress 0.138436 
## ... Procrustes: rmse 0.004097999  max resid 0.04771757 
## Run 17 stress 0.1435831 
## Run 18 stress 0.1382982 
## ... Procrustes: rmse 0.001912905  max resid 0.01882489 
## Run 19 stress 0.1384386 
## ... Procrustes: rmse 0.004496248  max resid 0.05235669 
## Run 20 stress 0.1411916 
## *** Best solution repeated 3 times
## Run 0 stress 0.13827 
## Run 1 stress 0.1384457 
## ... Procrustes: rmse 0.004630426  max resid 0.05261437 
## Run 2 stress 0.1425445 
## Run 3 stress 0.1424242 
## Run 4 stress 0.1382982 
## ... Procrustes: rmse 0.001892347  max resid 0.01856781 
## Run 5 stress 0.1411592 
## Run 6 stress 0.1384373 
## ... Procrustes: rmse 0.004297065  max resid 0.05004786 
## Run 7 stress 0.1382701 
## ... Procrustes: rmse 0.00007147682  max resid 0.0004667356 
## ... Similar to previous best
## Run 8 stress 0.1382978 
## ... Procrustes: rmse 0.00177314  max resid 0.01740845 
## Run 9 stress 0.1382703 
## ... Procrustes: rmse 0.0001437329  max resid 0.0009350471 
## ... Similar to previous best
## Run 10 stress 0.1384383 
## ... Procrustes: rmse 0.004438063  max resid 0.05169003 
## Run 11 stress 0.1403544 
## Run 12 stress 0.1425446 
## Run 13 stress 0.1384372 
## ... Procrustes: rmse 0.004264386  max resid 0.04966237 
## Run 14 stress 0.1382981 
## ... Procrustes: rmse 0.001904464  max resid 0.01874359 
## Run 15 stress 0.142419 
## Run 16 stress 0.1384384 
## ... Procrustes: rmse 0.004444121  max resid 0.05175557 
## Run 17 stress 0.1421747 
## Run 18 stress 0.1425799 
## Run 19 stress 0.1382701 
## ... Procrustes: rmse 0.00007586602  max resid 0.0003867419 
## ... Similar to previous best
## Run 20 stress 0.1382982 
## ... Procrustes: rmse 0.001889285  max resid 0.01851935 
## *** Best solution repeated 3 times
## Run 0 stress 0.13827 
## Run 1 stress 0.1426909 
## Run 2 stress 0.1382983 
## ... Procrustes: rmse 0.001912299  max resid 0.0188186 
## Run 3 stress 0.1425797 
## Run 4 stress 0.1384377 
## ... Procrustes: rmse 0.004355395  max resid 0.05071812 
## Run 5 stress 0.1421195 
## Run 6 stress 0.1427882 
## Run 7 stress 0.1425798 
## Run 8 stress 0.1382979 
## ... Procrustes: rmse 0.001836076  max resid 0.0180315 
## Run 9 stress 0.138298 
## ... Procrustes: rmse 0.001897732  max resid 0.01866981 
## Run 10 stress 0.1425446 
## Run 11 stress 0.1382702 
## ... Procrustes: rmse 0.0000983468  max resid 0.000521524 
## ... Similar to previous best
## Run 12 stress 0.13827 
## ... New best solution
## ... Procrustes: rmse 0.00004322276  max resid 0.000206452 
## ... Similar to previous best
## Run 13 stress 0.1384359 
## ... Procrustes: rmse 0.004075947  max resid 0.04743597 
## Run 14 stress 0.1384389 
## ... Procrustes: rmse 0.004505069  max resid 0.05244537 
## Run 15 stress 0.1382982 
## ... Procrustes: rmse 0.001931338  max resid 0.01905542 
## Run 16 stress 0.1421693 
## Run 17 stress 0.1382982 
## ... Procrustes: rmse 0.001902547  max resid 0.01870414 
## Run 18 stress 0.1384352 
## ... Procrustes: rmse 0.00400364  max resid 0.04659432 
## Run 19 stress 0.138446 
## ... Procrustes: rmse 0.004640298  max resid 0.05264359 
## Run 20 stress 0.1399076 
## *** Best solution repeated 1 times
## Run 0 stress 0.13827 
## Run 1 stress 0.1423925 
## Run 2 stress 0.1424187 
## Run 3 stress 0.1435568 
## Run 4 stress 0.1384511 
## ... Procrustes: rmse 0.004834476  max resid 0.05430887 
## Run 5 stress 0.1423112 
## Run 6 stress 0.1382701 
## ... Procrustes: rmse 0.00009757165  max resid 0.0005937611 
## ... Similar to previous best
## Run 7 stress 0.13827 
## ... Procrustes: rmse 0.00005132548  max resid 0.0002496871 
## ... Similar to previous best
## Run 8 stress 0.1382701 
## ... Procrustes: rmse 0.00005270389  max resid 0.0002402745 
## ... Similar to previous best
## Run 9 stress 0.1425442 
## Run 10 stress 0.1382981 
## ... Procrustes: rmse 0.001891627  max resid 0.01866479 
## Run 11 stress 0.13827 
## ... Procrustes: rmse 0.00005546241  max resid 0.0003092209 
## ... Similar to previous best
## Run 12 stress 0.1382701 
## ... Procrustes: rmse 0.00008058415  max resid 0.0005906815 
## ... Similar to previous best
## Run 13 stress 0.1384387 
## ... Procrustes: rmse 0.004510793  max resid 0.05251573 
## Run 14 stress 0.14269 
## Run 15 stress 0.1413649 
## Run 16 stress 0.1424191 
## Run 17 stress 0.1426209 
## Run 18 stress 0.1384382 
## ... Procrustes: rmse 0.004400339  max resid 0.05130568 
## Run 19 stress 0.1384772 
## ... Procrustes: rmse 0.005329088  max resid 0.05487806 
## Run 20 stress 0.1425443 
## *** Best solution repeated 5 times
## Run 0 stress 0.1054927 
## Run 1 stress 0.1054699 
## ... New best solution
## ... Procrustes: rmse 0.00494034  max resid 0.04276269 
## Run 2 stress 0.1055108 
## ... Procrustes: rmse 0.004723076  max resid 0.04437451 
## Run 3 stress 0.1152385 
## Run 4 stress 0.1054927 
## ... Procrustes: rmse 0.004884714  max resid 0.04235137 
## Run 5 stress 0.1054926 
## ... Procrustes: rmse 0.0050059  max resid 0.0438225 
## Run 6 stress 0.1054814 
## ... Procrustes: rmse 0.002926725  max resid 0.02838174 
## Run 7 stress 0.105481 
## ... Procrustes: rmse 0.002884683  max resid 0.02788288 
## Run 8 stress 0.105495 
## ... Procrustes: rmse 0.005170975  max resid 0.0436569 
## Run 9 stress 0.1129327 
## Run 10 stress 0.1055113 
## ... Procrustes: rmse 0.004812496  max resid 0.04446753 
## Run 11 stress 0.1141516 
## Run 12 stress 0.1054796 
## ... Procrustes: rmse 0.002046612  max resid 0.02004435 
## Run 13 stress 0.1054936 
## ... Procrustes: rmse 0.005093391  max resid 0.04372006 
## Run 14 stress 0.1054809 
## ... Procrustes: rmse 0.002858989  max resid 0.02773459 
## Run 15 stress 0.1054928 
## ... Procrustes: rmse 0.00503675  max resid 0.0439277 
## Run 16 stress 0.1054764 
## ... Procrustes: rmse 0.001180468  max resid 0.01214037 
## Run 17 stress 0.1054925 
## ... Procrustes: rmse 0.004879287  max resid 0.04436762 
## Run 18 stress 0.1054929 
## ... Procrustes: rmse 0.0050582  max resid 0.04409556 
## Run 19 stress 0.1054714 
## ... Procrustes: rmse 0.0003032087  max resid 0.003066239 
## ... Similar to previous best
## Run 20 stress 0.1054828 
## ... Procrustes: rmse 0.002967219  max resid 0.02867455 
## *** Best solution repeated 1 times
## Run 0 stress 0.1054927 
## Run 1 stress 0.1080818 
## Run 2 stress 0.1054808 
## ... New best solution
## ... Procrustes: rmse 0.006152652  max resid 0.04426369 
## Run 3 stress 0.105493 
## ... Procrustes: rmse 0.006276639  max resid 0.04560082 
## Run 4 stress 0.1054928 
## ... Procrustes: rmse 0.006224567  max resid 0.04499207 
## Run 5 stress 0.1056512 
## ... Procrustes: rmse 0.003816117  max resid 0.02912791 
## Run 6 stress 0.1054804 
## ... New best solution
## ... Procrustes: rmse 0.0001497554  max resid 0.00106514 
## ... Similar to previous best
## Run 7 stress 0.1055105 
## ... Procrustes: rmse 0.00366762  max resid 0.04425342 
## Run 8 stress 0.1054811 
## ... Procrustes: rmse 0.0001905011  max resid 0.001370097 
## ... Similar to previous best
## Run 9 stress 0.1054803 
## ... New best solution
## ... Procrustes: rmse 0.0002547592  max resid 0.002081524 
## ... Similar to previous best
## Run 10 stress 0.1055431 
## ... Procrustes: rmse 0.006943056  max resid 0.0448713 
## Run 11 stress 0.1055107 
## ... Procrustes: rmse 0.003674967  max resid 0.04416558 
## Run 12 stress 0.1055431 
## ... Procrustes: rmse 0.006927916  max resid 0.04501971 
## Run 13 stress 0.1133862 
## Run 14 stress 0.1054922 
## ... Procrustes: rmse 0.005942323  max resid 0.04452489 
## Run 15 stress 0.1055431 
## ... Procrustes: rmse 0.006937168  max resid 0.04493851 
## Run 16 stress 0.1054811 
## ... Procrustes: rmse 0.0003754362  max resid 0.003305681 
## ... Similar to previous best
## Run 17 stress 0.1054929 
## ... Procrustes: rmse 0.00581418  max resid 0.04645983 
## Run 18 stress 0.1054911 
## ... Procrustes: rmse 0.0009383059  max resid 0.00564941 
## ... Similar to previous best
## Run 19 stress 0.1054829 
## ... Procrustes: rmse 0.0005334539  max resid 0.004354389 
## ... Similar to previous best
## Run 20 stress 0.1054743 
## ... New best solution
## ... Procrustes: rmse 0.00179701  max resid 0.01657106 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      5: no. of iterations >= maxit
##     15: stress ratio > sratmax
## Run 0 stress 0.1054927 
## Run 1 stress 0.1055116 
## ... Procrustes: rmse 0.005879302  max resid 0.04397725 
## Run 2 stress 0.1055425 
## ... Procrustes: rmse 0.003694772  max resid 0.04475922 
## Run 3 stress 0.1138998 
## Run 4 stress 0.1055516 
## ... Procrustes: rmse 0.004364681  max resid 0.04498619 
## Run 5 stress 0.1104556 
## Run 6 stress 0.1054802 
## ... New best solution
## ... Procrustes: rmse 0.005564635  max resid 0.04162472 
## Run 7 stress 0.1054804 
## ... Procrustes: rmse 0.0005882871  max resid 0.005143556 
## ... Similar to previous best
## Run 8 stress 0.1055431 
## ... Procrustes: rmse 0.006168914  max resid 0.04431661 
## Run 9 stress 0.1054813 
## ... Procrustes: rmse 0.0009768752  max resid 0.0084199 
## ... Similar to previous best
## Run 10 stress 0.1055433 
## ... Procrustes: rmse 0.006552856  max resid 0.0445789 
## Run 11 stress 0.1055144 
## ... Procrustes: rmse 0.004679962  max resid 0.04441168 
## Run 12 stress 0.1136379 
## Run 13 stress 0.1055623 
## ... Procrustes: rmse 0.002962937  max resid 0.01743555 
## Run 14 stress 0.1147968 
## Run 15 stress 0.1054803 
## ... Procrustes: rmse 0.0006035046  max resid 0.004839616 
## ... Similar to previous best
## Run 16 stress 0.1054829 
## ... Procrustes: rmse 0.001084729  max resid 0.008461454 
## ... Similar to previous best
## Run 17 stress 0.1054812 
## ... Procrustes: rmse 0.0009075011  max resid 0.007864757 
## ... Similar to previous best
## Run 18 stress 0.1055797 
## ... Procrustes: rmse 0.003238918  max resid 0.01998277 
## Run 19 stress 0.1054929 
## ... Procrustes: rmse 0.0056465  max resid 0.04231432 
## Run 20 stress 0.1054799 
## ... New best solution
## ... Procrustes: rmse 0.0002654584  max resid 0.002155524 
## ... Similar to previous best
## *** Best solution repeated 1 times
## Run 0 stress 0.1054927 
## Run 1 stress 0.1141169 
## Run 2 stress 0.1055526 
## ... Procrustes: rmse 0.003791567  max resid 0.04540965 
## Run 3 stress 0.1122083 
## Run 4 stress 0.1054821 
## ... New best solution
## ... Procrustes: rmse 0.006255611  max resid 0.04485002 
## Run 5 stress 0.1055137 
## ... Procrustes: rmse 0.005041363  max resid 0.04613901 
## Run 6 stress 0.1055147 
## ... Procrustes: rmse 0.00515011  max resid 0.04838255 
## Run 7 stress 0.1055254 
## ... Procrustes: rmse 0.003584975  max resid 0.03406343 
## Run 8 stress 0.1151441 
## Run 9 stress 0.1120061 
## Run 10 stress 0.105481 
## ... New best solution
## ... Procrustes: rmse 0.0001914363  max resid 0.000797435 
## ... Similar to previous best
## Run 11 stress 0.1054927 
## ... Procrustes: rmse 0.006228232  max resid 0.04553111 
## Run 12 stress 0.1074472 
## Run 13 stress 0.1054815 
## ... Procrustes: rmse 0.0001153637  max resid 0.0005532131 
## ... Similar to previous best
## Run 14 stress 0.1055468 
## ... Procrustes: rmse 0.001816254  max resid 0.0117691 
## Run 15 stress 0.1133566 
## Run 16 stress 0.1054923 
## ... Procrustes: rmse 0.006002265  max resid 0.0456888 
## Run 17 stress 0.1054804 
## ... New best solution
## ... Procrustes: rmse 0.0003293574  max resid 0.002994371 
## ... Similar to previous best
## Run 18 stress 0.1054694 
## ... New best solution
## ... Procrustes: rmse 0.002945964  max resid 0.02924539 
## Run 19 stress 0.1055519 
## ... Procrustes: rmse 0.006339069  max resid 0.04564092 
## Run 20 stress 0.1054803 
## ... Procrustes: rmse 0.003101825  max resid 0.03085605 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     11: no. of iterations >= maxit
##      9: stress ratio > sratmax
## Run 0 stress 0.1054927 
## Run 1 stress 0.1055426 
## ... Procrustes: rmse 0.003694054  max resid 0.04476864 
## Run 2 stress 0.1055109 
## ... Procrustes: rmse 0.006069778  max resid 0.04359504 
## Run 3 stress 0.1056698 
## ... Procrustes: rmse 0.005253963  max resid 0.04612547 
## Run 4 stress 0.1054806 
## ... New best solution
## ... Procrustes: rmse 0.006126717  max resid 0.04409233 
## Run 5 stress 0.1133857 
## Run 6 stress 0.1054941 
## ... Procrustes: rmse 0.005771063  max resid 0.04565326 
## Run 7 stress 0.1054811 
## ... Procrustes: rmse 0.000108326  max resid 0.0004837558 
## ... Similar to previous best
## Run 8 stress 0.1054872 
## ... Procrustes: rmse 0.0006200527  max resid 0.002501267 
## ... Similar to previous best
## Run 9 stress 0.1059546 
## ... Procrustes: rmse 0.007223193  max resid 0.05054453 
## Run 10 stress 0.1055541 
## ... Procrustes: rmse 0.006312737  max resid 0.04587857 
## Run 11 stress 0.1054803 
## ... New best solution
## ... Procrustes: rmse 0.0001965852  max resid 0.001019637 
## ... Similar to previous best
## Run 12 stress 0.1055428 
## ... Procrustes: rmse 0.00692313  max resid 0.04469166 
## Run 13 stress 0.1054811 
## ... Procrustes: rmse 0.0001982531  max resid 0.0009887074 
## ... Similar to previous best
## Run 14 stress 0.1054806 
## ... Procrustes: rmse 0.0001948265  max resid 0.0009808078 
## ... Similar to previous best
## Run 15 stress 0.1054808 
## ... Procrustes: rmse 0.0002418511  max resid 0.001182677 
## ... Similar to previous best
## Run 16 stress 0.1054927 
## ... Procrustes: rmse 0.006075996  max resid 0.04654069 
## Run 17 stress 0.1054702 
## ... New best solution
## ... Procrustes: rmse 0.002782622  max resid 0.02676367 
## Run 18 stress 0.1054953 
## ... Procrustes: rmse 0.00489188  max resid 0.04478074 
## Run 19 stress 0.113022 
## Run 20 stress 0.114865 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      7: no. of iterations >= maxit
##     13: stress ratio > sratmax
## Run 0 stress 0.1054927 
## Run 1 stress 0.1056472 
## ... Procrustes: rmse 0.004766572  max resid 0.03440136 
## Run 2 stress 0.1054803 
## ... New best solution
## ... Procrustes: rmse 0.005822051  max resid 0.04211779 
## Run 3 stress 0.1055428 
## ... Procrustes: rmse 0.006725979  max resid 0.04470116 
## Run 4 stress 0.1054809 
## ... Procrustes: rmse 0.0004440067  max resid 0.003166827 
## ... Similar to previous best
## Run 5 stress 0.105481 
## ... Procrustes: rmse 0.0004638568  max resid 0.003253807 
## ... Similar to previous best
## Run 6 stress 0.1054809 
## ... Procrustes: rmse 0.0004377408  max resid 0.003083232 
## ... Similar to previous best
## Run 7 stress 0.1054858 
## ... Procrustes: rmse 0.0008797699  max resid 0.004874608 
## ... Similar to previous best
## Run 8 stress 0.105511 
## ... Procrustes: rmse 0.003655422  max resid 0.04394988 
## Run 9 stress 0.1055106 
## ... Procrustes: rmse 0.003658489  max resid 0.04404908 
## Run 10 stress 0.10547 
## ... New best solution
## ... Procrustes: rmse 0.002675467  max resid 0.02582632 
## Run 11 stress 0.105494 
## ... Procrustes: rmse 0.004693437  max resid 0.04295837 
## Run 12 stress 0.1054816 
## ... Procrustes: rmse 0.003039533  max resid 0.02969143 
## Run 13 stress 0.1054923 
## ... Procrustes: rmse 0.004987545  max resid 0.04391567 
## Run 14 stress 0.105511 
## ... Procrustes: rmse 0.004806198  max resid 0.04446145 
## Run 15 stress 0.1054944 
## ... Procrustes: rmse 0.005134905  max resid 0.04392 
## Run 16 stress 0.1054927 
## ... Procrustes: rmse 0.004885771  max resid 0.04513956 
## Run 17 stress 0.1054923 
## ... Procrustes: rmse 0.004912078  max resid 0.04502292 
## Run 18 stress 0.1076563 
## Run 19 stress 0.1055108 
## ... Procrustes: rmse 0.003737485  max resid 0.04446741 
## Run 20 stress 0.1054923 
## ... Procrustes: rmse 0.004996401  max resid 0.04498986 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      6: no. of iterations >= maxit
##     14: stress ratio > sratmax
## Run 0 stress 0.1054927 
## Run 1 stress 0.1072952 
## Run 2 stress 0.1055082 
## ... Procrustes: rmse 0.002127684  max resid 0.02046563 
## Run 3 stress 0.1108133 
## Run 4 stress 0.1055697 
## ... Procrustes: rmse 0.003974029  max resid 0.04569465 
## Run 5 stress 0.1054935 
## ... Procrustes: rmse 0.0006374012  max resid 0.005591455 
## ... Similar to previous best
## Run 6 stress 0.1055984 
## ... Procrustes: rmse 0.003685116  max resid 0.02853736 
## Run 7 stress 0.1054926 
## ... New best solution
## ... Procrustes: rmse 0.00004034567  max resid 0.0002378147 
## ... Similar to previous best
## Run 8 stress 0.1054813 
## ... New best solution
## ... Procrustes: rmse 0.005066276  max resid 0.04315661 
## Run 9 stress 0.110754 
## Run 10 stress 0.1055125 
## ... Procrustes: rmse 0.005064707  max resid 0.04577369 
## Run 11 stress 0.1055121 
## ... Procrustes: rmse 0.003782538  max resid 0.04440373 
## Run 12 stress 0.1054946 
## ... Procrustes: rmse 0.00481035  max resid 0.04405427 
## Run 13 stress 0.1054812 
## ... New best solution
## ... Procrustes: rmse 0.002535004  max resid 0.02381066 
## Run 14 stress 0.1054932 
## ... Procrustes: rmse 0.005900245  max resid 0.04567975 
## Run 15 stress 0.1054928 
## ... Procrustes: rmse 0.006303094  max resid 0.0454673 
## Run 16 stress 0.1140214 
## Run 17 stress 0.1055559 
## ... Procrustes: rmse 0.006238534  max resid 0.04713274 
## Run 18 stress 0.105502 
## ... Procrustes: rmse 0.005481134  max resid 0.04634221 
## Run 19 stress 0.1120885 
## Run 20 stress 0.1055438 
## ... Procrustes: rmse 0.006857688  max resid 0.0465864 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     12: no. of iterations >= maxit
##      8: stress ratio > sratmax
## Run 0 stress 0.1054927 
## Run 1 stress 0.1055009 
## ... Procrustes: rmse 0.001493205  max resid 0.01400081 
## Run 2 stress 0.1054701 
## ... New best solution
## ... Procrustes: rmse 0.004979717  max resid 0.04294725 
## Run 3 stress 0.1055109 
## ... Procrustes: rmse 0.004836377  max resid 0.04446432 
## Run 4 stress 0.1156057 
## Run 5 stress 0.1055425 
## ... Procrustes: rmse 0.006085374  max resid 0.04517063 
## Run 6 stress 0.1055117 
## ... Procrustes: rmse 0.003727512  max resid 0.04455913 
## Run 7 stress 0.1055107 
## ... Procrustes: rmse 0.004856027  max resid 0.04466035 
## Run 8 stress 0.1055434 
## ... Procrustes: rmse 0.00616157  max resid 0.04533607 
## Run 9 stress 0.1054925 
## ... Procrustes: rmse 0.005045756  max resid 0.04427482 
## Run 10 stress 0.1054932 
## ... Procrustes: rmse 0.004895006  max resid 0.04447534 
## Run 11 stress 0.1107125 
## Run 12 stress 0.105493 
## ... Procrustes: rmse 0.005146516  max resid 0.04660351 
## Run 13 stress 0.1055547 
## ... Procrustes: rmse 0.006559391  max resid 0.04512503 
## Run 14 stress 0.1058468 
## ... Procrustes: rmse 0.007057178  max resid 0.04646589 
## Run 15 stress 0.1054713 
## ... Procrustes: rmse 0.0005222716  max resid 0.005392499 
## ... Similar to previous best
## Run 16 stress 0.1078087 
## Run 17 stress 0.1054928 
## ... Procrustes: rmse 0.004739582  max resid 0.04342071 
## Run 18 stress 0.1054811 
## ... Procrustes: rmse 0.003078984  max resid 0.03010193 
## Run 19 stress 0.1055515 
## ... Procrustes: rmse 0.006400807  max resid 0.04547055 
## Run 20 stress 0.1055431 
## ... Procrustes: rmse 0.006046224  max resid 0.0452785 
## *** Best solution repeated 1 times
## Run 0 stress 0.1054927 
## Run 1 stress 0.1055107 
## ... Procrustes: rmse 0.007161592  max resid 0.04490198 
## Run 2 stress 0.10554 
## ... Procrustes: rmse 0.002069952  max resid 0.01618388 
## Run 3 stress 0.105543 
## ... Procrustes: rmse 0.003694269  max resid 0.0448599 
## Run 4 stress 0.1056117 
## ... Procrustes: rmse 0.007862041  max resid 0.05072692 
## Run 5 stress 0.1054933 
## ... Procrustes: rmse 0.0001604011  max resid 0.001067584 
## ... Similar to previous best
## Run 6 stress 0.105492 
## ... New best solution
## ... Procrustes: rmse 0.0002869475  max resid 0.00152744 
## ... Similar to previous best
## Run 7 stress 0.1054933 
## ... Procrustes: rmse 0.0004132766  max resid 0.00388172 
## ... Similar to previous best
## Run 8 stress 0.1056061 
## ... Procrustes: rmse 0.007763216  max resid 0.05252923 
## Run 9 stress 0.1054806 
## ... New best solution
## ... Procrustes: rmse 0.006020181  max resid 0.04529414 
## Run 10 stress 0.1057035 
## ... Procrustes: rmse 0.004658303  max resid 0.03730581 
## Run 11 stress 0.1054822 
## ... Procrustes: rmse 0.0002596435  max resid 0.001426971 
## ... Similar to previous best
## Run 12 stress 0.1055109 
## ... Procrustes: rmse 0.00364885  max resid 0.04411072 
## Run 13 stress 0.1140178 
## Run 14 stress 0.1054807 
## ... Procrustes: rmse 0.00003316825  max resid 0.0002445344 
## ... Similar to previous best
## Run 15 stress 0.1054696 
## ... New best solution
## ... Procrustes: rmse 0.003030654  max resid 0.02995318 
## Run 16 stress 0.1055428 
## ... Procrustes: rmse 0.006128663  max resid 0.04519452 
## Run 17 stress 0.1055443 
## ... Procrustes: rmse 0.005598678  max resid 0.04486781 
## Run 18 stress 0.1054923 
## ... Procrustes: rmse 0.004906496  max resid 0.0430778 
## Run 19 stress 0.1054804 
## ... Procrustes: rmse 0.003008966  max resid 0.02973803 
## Run 20 stress 0.1055543 
## ... Procrustes: rmse 0.006536437  max resid 0.04550033 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      6: no. of iterations >= maxit
##     14: stress ratio > sratmax
## Run 0 stress 0.1054927 
## Run 1 stress 0.1054694 
## ... New best solution
## ... Procrustes: rmse 0.004892012  max resid 0.04243432 
## Run 2 stress 0.1056121 
## ... Procrustes: rmse 0.007656804  max resid 0.05740655 
## Run 3 stress 0.1131063 
## Run 4 stress 0.105493 
## ... Procrustes: rmse 0.005002962  max resid 0.04361574 
## Run 5 stress 0.1055556 
## ... Procrustes: rmse 0.006315592  max resid 0.04506112 
## Run 6 stress 0.1055118 
## ... Procrustes: rmse 0.003835481  max resid 0.04423406 
## Run 7 stress 0.1055547 
## ... Procrustes: rmse 0.006660316  max resid 0.04533622 
## Run 8 stress 0.1055504 
## ... Procrustes: rmse 0.004857403  max resid 0.04502373 
## Run 9 stress 0.1054928 
## ... Procrustes: rmse 0.004971002  max resid 0.04355454 
## Run 10 stress 0.1054952 
## ... Procrustes: rmse 0.004777587  max resid 0.04388363 
## Run 11 stress 0.105511 
## ... Procrustes: rmse 0.004864681  max resid 0.04433981 
## Run 12 stress 0.1054923 
## ... Procrustes: rmse 0.004882719  max resid 0.04309828 
## Run 13 stress 0.1054806 
## ... Procrustes: rmse 0.003014425  max resid 0.02967652 
## Run 14 stress 0.115148 
## Run 15 stress 0.1054809 
## ... Procrustes: rmse 0.002500139  max resid 0.02495834 
## Run 16 stress 0.1054811 
## ... Procrustes: rmse 0.003041904  max resid 0.02992735 
## Run 17 stress 0.1057817 
## ... Procrustes: rmse 0.006689055  max resid 0.04198291 
## Run 18 stress 0.1055104 
## ... Procrustes: rmse 0.004830414  max resid 0.04450967 
## Run 19 stress 0.1055431 
## ... Procrustes: rmse 0.006087504  max resid 0.04514249 
## Run 20 stress 0.1055116 
## ... Procrustes: rmse 0.003765092  max resid 0.04406363 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##      7: no. of iterations >= maxit
##     13: stress ratio > sratmax
## Run 0 stress 0.08713553 
## Run 1 stress 0.08713592 
## ... Procrustes: rmse 0.0002071073  max resid 0.0008882334 
## ... Similar to previous best
## Run 2 stress 0.08725279 
## ... Procrustes: rmse 0.003416388  max resid 0.02891853 
## Run 3 stress 0.0871359 
## ... Procrustes: rmse 0.0004987521  max resid 0.005403256 
## ... Similar to previous best
## Run 4 stress 0.08713768 
## ... Procrustes: rmse 0.0009144738  max resid 0.01009207 
## Run 5 stress 0.08717031 
## ... Procrustes: rmse 0.002511273  max resid 0.02217939 
## Run 6 stress 0.08715194 
## ... Procrustes: rmse 0.001943614  max resid 0.02047322 
## Run 7 stress 0.08713836 
## ... Procrustes: rmse 0.000778914  max resid 0.008133531 
## ... Similar to previous best
## Run 8 stress 0.08727222 
## ... Procrustes: rmse 0.003879731  max resid 0.03963958 
## Run 9 stress 0.08713709 
## ... Procrustes: rmse 0.000361874  max resid 0.003952986 
## ... Similar to previous best
## Run 10 stress 0.08713596 
## ... Procrustes: rmse 0.0003695749  max resid 0.003251381 
## ... Similar to previous best
## Run 11 stress 0.08714072 
## ... Procrustes: rmse 0.00115357  max resid 0.01058252 
## Run 12 stress 0.08713745 
## ... Procrustes: rmse 0.0008971661  max resid 0.009782468 
## ... Similar to previous best
## Run 13 stress 0.08713732 
## ... Procrustes: rmse 0.0003657232  max resid 0.004025649 
## ... Similar to previous best
## Run 14 stress 0.08713634 
## ... Procrustes: rmse 0.0006664031  max resid 0.007233376 
## ... Similar to previous best
## Run 15 stress 0.08724118 
## ... Procrustes: rmse 0.002869801  max resid 0.03359106 
## Run 16 stress 0.08713769 
## ... Procrustes: rmse 0.0009344262  max resid 0.01029073 
## Run 17 stress 0.08713736 
## ... Procrustes: rmse 0.0008712752  max resid 0.009367177 
## ... Similar to previous best
## Run 18 stress 0.08713667 
## ... Procrustes: rmse 0.0003284928  max resid 0.002361548 
## ... Similar to previous best
## Run 19 stress 0.08724426 
## ... Procrustes: rmse 0.003032635  max resid 0.0344432 
## Run 20 stress 0.08713696 
## ... Procrustes: rmse 0.000691206  max resid 0.007047277 
## ... Similar to previous best
## *** Best solution repeated 11 times
## Run 0 stress 0.08713553 
## Run 1 stress 0.08727457 
## ... Procrustes: rmse 0.002715656  max resid 0.03179029 
## Run 2 stress 0.08716997 
## ... Procrustes: rmse 0.001217007  max resid 0.01149941 
## Run 3 stress 0.08713767 
## ... Procrustes: rmse 0.0003584645  max resid 0.003440678 
## ... Similar to previous best
## Run 4 stress 0.08714141 
## ... Procrustes: rmse 0.0008329431  max resid 0.008517808 
## ... Similar to previous best
## Run 5 stress 0.08713589 
## ... Procrustes: rmse 0.0005849663  max resid 0.006726941 
## ... Similar to previous best
## Run 6 stress 0.08713594 
## ... Procrustes: rmse 0.0001509934  max resid 0.0009212384 
## ... Similar to previous best
## Run 7 stress 0.08718019 
## ... Procrustes: rmse 0.0005286376  max resid 0.004062205 
## ... Similar to previous best
## Run 8 stress 0.08738841 
## ... Procrustes: rmse 0.0009490808  max resid 0.007348702 
## ... Similar to previous best
## Run 9 stress 0.0871386 
## ... Procrustes: rmse 0.001057062  max resid 0.01166189 
## Run 10 stress 0.08713727 
## ... Procrustes: rmse 0.0008686455  max resid 0.009916812 
## ... Similar to previous best
## Run 11 stress 0.08713987 
## ... Procrustes: rmse 0.0006072625  max resid 0.00631333 
## ... Similar to previous best
## Run 12 stress 0.08724706 
## ... Procrustes: rmse 0.002889466  max resid 0.03358698 
## Run 13 stress 0.08713598 
## ... Procrustes: rmse 0.0001788616  max resid 0.001347123 
## ... Similar to previous best
## Run 14 stress 0.08728955 
## ... Procrustes: rmse 0.004054219  max resid 0.0431675 
## Run 15 stress 0.08718439 
## ... Procrustes: rmse 0.001714845  max resid 0.0160392 
## Run 16 stress 0.08713603 
## ... Procrustes: rmse 0.0006025585  max resid 0.006565121 
## ... Similar to previous best
## Run 17 stress 0.08713605 
## ... Procrustes: rmse 0.0002543661  max resid 0.001229851 
## ... Similar to previous best
## Run 18 stress 0.087137 
## ... Procrustes: rmse 0.0008156466  max resid 0.009172858 
## ... Similar to previous best
## Run 19 stress 0.08713555 
## ... Procrustes: rmse 0.0001022121  max resid 0.000631087 
## ... Similar to previous best
## Run 20 stress 0.08713695 
## ... Procrustes: rmse 0.0003339574  max resid 0.003689904 
## ... Similar to previous best
## *** Best solution repeated 14 times
## Run 0 stress 0.08713553 
## Run 1 stress 0.08714619 
## ... Procrustes: rmse 0.001438217  max resid 0.01496218 
## Run 2 stress 0.08713669 
## ... Procrustes: rmse 0.0002729946  max resid 0.002456147 
## ... Similar to previous best
## Run 3 stress 0.08722847 
## ... Procrustes: rmse 0.002582341  max resid 0.02784694 
## Run 4 stress 0.08713771 
## ... Procrustes: rmse 0.0008816625  max resid 0.009512456 
## ... Similar to previous best
## Run 5 stress 0.08713686 
## ... Procrustes: rmse 0.0007222005  max resid 0.007538505 
## ... Similar to previous best
## Run 6 stress 0.08713649 
## ... Procrustes: rmse 0.0007131028  max resid 0.007835271 
## ... Similar to previous best
## Run 7 stress 0.08723861 
## ... Procrustes: rmse 0.002755599  max resid 0.03230242 
## Run 8 stress 0.0871555 
## ... Procrustes: rmse 0.001137866  max resid 0.009400782 
## ... Similar to previous best
## Run 9 stress 0.08714197 
## ... Procrustes: rmse 0.001187787  max resid 0.01005633 
## Run 10 stress 0.08713712 
## ... Procrustes: rmse 0.0008513448  max resid 0.009482788 
## ... Similar to previous best
## Run 11 stress 0.08713577 
## ... Procrustes: rmse 0.0005486034  max resid 0.00619789 
## ... Similar to previous best
## Run 12 stress 0.08719869 
## ... Procrustes: rmse 0.001850789  max resid 0.0198702 
## Run 13 stress 0.08724051 
## ... Procrustes: rmse 0.002652213  max resid 0.03108838 
## Run 14 stress 0.08713627 
## ... Procrustes: rmse 0.0004654996  max resid 0.004142278 
## ... Similar to previous best
## Run 15 stress 0.08713736 
## ... Procrustes: rmse 0.000871423  max resid 0.009733651 
## ... Similar to previous best
## Run 16 stress 0.08713624 
## ... Procrustes: rmse 0.0002923585  max resid 0.001936229 
## ... Similar to previous best
## Run 17 stress 0.08713591 
## ... Procrustes: rmse 0.0002787368  max resid 0.002286685 
## ... Similar to previous best
## Run 18 stress 0.08713676 
## ... Procrustes: rmse 0.0004189751  max resid 0.003656226 
## ... Similar to previous best
## Run 19 stress 0.0871482 
## ... Procrustes: rmse 0.001653996  max resid 0.01580882 
## Run 20 stress 0.0871368 
## ... Procrustes: rmse 0.0007277264  max resid 0.007776908 
## ... Similar to previous best
## *** Best solution repeated 13 times
## Run 0 stress 0.08713553 
## Run 1 stress 0.08713666 
## ... Procrustes: rmse 0.0007154963  max resid 0.007953564 
## ... Similar to previous best
## Run 2 stress 0.08723658 
## ... Procrustes: rmse 0.003012092  max resid 0.02623673 
## Run 3 stress 0.08713596 
## ... Procrustes: rmse 0.0005246774  max resid 0.005788036 
## ... Similar to previous best
## Run 4 stress 0.0871367 
## ... Procrustes: rmse 0.000326852  max resid 0.00280089 
## ... Similar to previous best
## Run 5 stress 0.08713732 
## ... Procrustes: rmse 0.0003687394  max resid 0.00414747 
## ... Similar to previous best
## Run 6 stress 0.08713558 
## ... Procrustes: rmse 0.0003475809  max resid 0.003461937 
## ... Similar to previous best
## Run 7 stress 0.08725543 
## ... Procrustes: rmse 0.003630277  max resid 0.04078375 
## Run 8 stress 0.08714098 
## ... Procrustes: rmse 0.0005918791  max resid 0.004825893 
## ... Similar to previous best
## Run 9 stress 0.08713622 
## ... Procrustes: rmse 0.0002232607  max resid 0.001815029 
## ... Similar to previous best
## Run 10 stress 0.08716859 
## ... Procrustes: rmse 0.001637919  max resid 0.01259442 
## Run 11 stress 0.08714507 
## ... Procrustes: rmse 0.001000489  max resid 0.01058112 
## Run 12 stress 0.08713853 
## ... Procrustes: rmse 0.0009909872  max resid 0.01039165 
## Run 13 stress 0.08738488 
## ... Procrustes: rmse 0.004330052  max resid 0.03958985 
## Run 14 stress 0.08713628 
## ... Procrustes: rmse 0.0006840412  max resid 0.007575065 
## ... Similar to previous best
## Run 15 stress 0.08724119 
## ... Procrustes: rmse 0.002835927  max resid 0.03349196 
## Run 16 stress 0.08713573 
## ... Procrustes: rmse 0.000382076  max resid 0.003838328 
## ... Similar to previous best
## Run 17 stress 0.08713573 
## ... Procrustes: rmse 0.0001866895  max resid 0.001587724 
## ... Similar to previous best
## Run 18 stress 0.08713579 
## ... Procrustes: rmse 0.0003941883  max resid 0.003550151 
## ... Similar to previous best
## Run 19 stress 0.08713744 
## ... Procrustes: rmse 0.0008934238  max resid 0.009732427 
## ... Similar to previous best
## Run 20 stress 0.08741402 
## ... Procrustes: rmse 0.005488333  max resid 0.06125489 
## *** Best solution repeated 12 times
## Run 0 stress 0.08713553 
## Run 1 stress 0.08713626 
## ... Procrustes: rmse 0.0006789275  max resid 0.007440383 
## ... Similar to previous best
## Run 2 stress 0.08725135 
## ... Procrustes: rmse 0.003392014  max resid 0.03965214 
## Run 3 stress 0.09392972 
## Run 4 stress 0.08714131 
## ... Procrustes: rmse 0.0006813417  max resid 0.006447161 
## ... Similar to previous best
## Run 5 stress 0.08713646 
## ... Procrustes: rmse 0.0002382478  max resid 0.002588062 
## ... Similar to previous best
## Run 6 stress 0.08713935 
## ... Procrustes: rmse 0.001125407  max resid 0.01220468 
## Run 7 stress 0.0872496 
## ... Procrustes: rmse 0.003381901  max resid 0.02930432 
## Run 8 stress 0.08713641 
## ... Procrustes: rmse 0.0002516149  max resid 0.002737056 
## ... Similar to previous best
## Run 9 stress 0.08713683 
## ... Procrustes: rmse 0.0003223518  max resid 0.003572295 
## ... Similar to previous best
## Run 10 stress 0.08713919 
## ... Procrustes: rmse 0.001105122  max resid 0.01191411 
## Run 11 stress 0.08713619 
## ... Procrustes: rmse 0.0001845341  max resid 0.001429793 
## ... Similar to previous best
## Run 12 stress 0.08724307 
## ... Procrustes: rmse 0.002853292  max resid 0.03324277 
## Run 13 stress 0.08719427 
## ... Procrustes: rmse 0.00181522  max resid 0.01902635 
## Run 14 stress 0.08713583 
## ... Procrustes: rmse 0.0004307483  max resid 0.004088225 
## ... Similar to previous best
## Run 15 stress 0.08713795 
## ... Procrustes: rmse 0.0008840499  max resid 0.009376782 
## ... Similar to previous best
## Run 16 stress 0.08713571 
## ... Procrustes: rmse 0.0002354988  max resid 0.002316935 
## ... Similar to previous best
## Run 17 stress 0.08726141 
## ... Procrustes: rmse 0.004029392  max resid 0.04593798 
## Run 18 stress 0.08713649 
## ... Procrustes: rmse 0.0006548236  max resid 0.007154876 
## ... Similar to previous best
## Run 19 stress 0.08713842 
## ... Procrustes: rmse 0.0009643366  max resid 0.01022244 
## Run 20 stress 0.08713547 
## ... New best solution
## ... Procrustes: rmse 0.0002056475  max resid 0.001770293 
## ... Similar to previous best
## *** Best solution repeated 1 times
## Run 0 stress 0.08713553 
## Run 1 stress 0.08713563 
## ... Procrustes: rmse 0.00005987446  max resid 0.0004427661 
## ... Similar to previous best
## Run 2 stress 0.08715304 
## ... Procrustes: rmse 0.0009389505  max resid 0.007478713 
## ... Similar to previous best
## Run 3 stress 0.08713559 
## ... Procrustes: rmse 0.0002990723  max resid 0.003095054 
## ... Similar to previous best
## Run 4 stress 0.08713608 
## ... Procrustes: rmse 0.0003956844  max resid 0.002544674 
## ... Similar to previous best
## Run 5 stress 0.08713657 
## ... Procrustes: rmse 0.0007304864  max resid 0.00780624 
## ... Similar to previous best
## Run 6 stress 0.08713683 
## ... Procrustes: rmse 0.0004656787  max resid 0.004536816 
## ... Similar to previous best
## Run 7 stress 0.08714137 
## ... Procrustes: rmse 0.0005176401  max resid 0.004775804 
## ... Similar to previous best
## Run 8 stress 0.08713777 
## ... Procrustes: rmse 0.0009116561  max resid 0.01034616 
## Run 9 stress 0.08722046 
## ... Procrustes: rmse 0.00272438  max resid 0.02336555 
## Run 10 stress 0.08713592 
## ... Procrustes: rmse 0.0003558413  max resid 0.00228602 
## ... Similar to previous best
## Run 11 stress 0.08713801 
## ... Procrustes: rmse 0.0009506637  max resid 0.01029179 
## Run 12 stress 0.0871365 
## ... Procrustes: rmse 0.0003439224  max resid 0.002706148 
## ... Similar to previous best
## Run 13 stress 0.08713765 
## ... Procrustes: rmse 0.0004002093  max resid 0.004094831 
## ... Similar to previous best
## Run 14 stress 0.08720023 
## ... Procrustes: rmse 0.001847094  max resid 0.02074294 
## Run 15 stress 0.08713728 
## ... Procrustes: rmse 0.0008788556  max resid 0.009809293 
## ... Similar to previous best
## Run 16 stress 0.08713584 
## ... Procrustes: rmse 0.0004730151  max resid 0.004725735 
## ... Similar to previous best
## Run 17 stress 0.08726417 
## ... Procrustes: rmse 0.004171026  max resid 0.0479428 
## Run 18 stress 0.08713582 
## ... Procrustes: rmse 0.0001372644  max resid 0.000882417 
## ... Similar to previous best
## Run 19 stress 0.08713685 
## ... Procrustes: rmse 0.0003475305  max resid 0.002626408 
## ... Similar to previous best
## Run 20 stress 0.08713754 
## ... Procrustes: rmse 0.0008562298  max resid 0.00936008 
## ... Similar to previous best
## *** Best solution repeated 15 times
## Run 0 stress 0.08713553 
## Run 1 stress 0.0871361 
## ... Procrustes: rmse 0.0006182775  max resid 0.0065313 
## ... Similar to previous best
## Run 2 stress 0.08713704 
## ... Procrustes: rmse 0.0002661769  max resid 0.001947252 
## ... Similar to previous best
## Run 3 stress 0.08723589 
## ... Procrustes: rmse 0.00273276  max resid 0.03105429 
## Run 4 stress 0.08713694 
## ... Procrustes: rmse 0.0007781078  max resid 0.008402167 
## ... Similar to previous best
## Run 5 stress 0.08713607 
## ... Procrustes: rmse 0.0005877283  max resid 0.006679225 
## ... Similar to previous best
## Run 6 stress 0.08713647 
## ... Procrustes: rmse 0.00025366  max resid 0.001567042 
## ... Similar to previous best
## Run 7 stress 0.08713659 
## ... Procrustes: rmse 0.0002789474  max resid 0.003181207 
## ... Similar to previous best
## Run 8 stress 0.08713557 
## ... Procrustes: rmse 0.0004351991  max resid 0.004911792 
## ... Similar to previous best
## Run 9 stress 0.08713663 
## ... Procrustes: rmse 0.0007417035  max resid 0.008311833 
## ... Similar to previous best
## Run 10 stress 0.08722297 
## ... Procrustes: rmse 0.002375924  max resid 0.02668494 
## Run 11 stress 0.08714189 
## ... Procrustes: rmse 0.001348451  max resid 0.01411582 
## Run 12 stress 0.08713563 
## ... Procrustes: rmse 0.000240669  max resid 0.001782791 
## ... Similar to previous best
## Run 13 stress 0.08713885 
## ... Procrustes: rmse 0.0004147406  max resid 0.00345497 
## ... Similar to previous best
## Run 14 stress 0.08713571 
## ... Procrustes: rmse 0.0001333533  max resid 0.001128638 
## ... Similar to previous best
## Run 15 stress 0.08713774 
## ... Procrustes: rmse 0.0008965156  max resid 0.009610858 
## ... Similar to previous best
## Run 16 stress 0.08723783 
## ... Procrustes: rmse 0.002532435  max resid 0.02341918 
## Run 17 stress 0.08713659 
## ... Procrustes: rmse 0.0002729239  max resid 0.003034953 
## ... Similar to previous best
## Run 18 stress 0.08713747 
## ... Procrustes: rmse 0.0007930963  max resid 0.008780883 
## ... Similar to previous best
## Run 19 stress 0.08713611 
## ... Procrustes: rmse 0.000173871  max resid 0.001749304 
## ... Similar to previous best
## Run 20 stress 0.08713819 
## ... Procrustes: rmse 0.0009372631  max resid 0.009846141 
## ... Similar to previous best
## *** Best solution repeated 16 times
## Run 0 stress 0.08713553 
## Run 1 stress 0.08713762 
## ... Procrustes: rmse 0.0009059926  max resid 0.009774659 
## ... Similar to previous best
## Run 2 stress 0.08713549 
## ... New best solution
## ... Procrustes: rmse 0.0001431439  max resid 0.001325371 
## ... Similar to previous best
## Run 3 stress 0.08724313 
## ... Procrustes: rmse 0.002988474  max resid 0.03463341 
## Run 4 stress 0.08724536 
## ... Procrustes: rmse 0.002936606  max resid 0.03381111 
## Run 5 stress 0.08713835 
## ... Procrustes: rmse 0.000711796  max resid 0.007477569 
## ... Similar to previous best
## Run 6 stress 0.08713661 
## ... Procrustes: rmse 0.000439036  max resid 0.003338501 
## ... Similar to previous best
## Run 7 stress 0.08722708 
## ... Procrustes: rmse 0.002508862  max resid 0.02806098 
## Run 8 stress 0.08713781 
## ... Procrustes: rmse 0.0005320364  max resid 0.00472368 
## ... Similar to previous best
## Run 9 stress 0.08713854 
## ... Procrustes: rmse 0.0005414648  max resid 0.004627916 
## ... Similar to previous best
## Run 10 stress 0.08725515 
## ... Procrustes: rmse 0.003653502  max resid 0.04315101 
## Run 11 stress 0.08713562 
## ... Procrustes: rmse 0.0003063995  max resid 0.002513909 
## ... Similar to previous best
## Run 12 stress 0.08713731 
## ... Procrustes: rmse 0.0007828378  max resid 0.008315865 
## ... Similar to previous best
## Run 13 stress 0.08723358 
## ... Procrustes: rmse 0.002650733  max resid 0.03068262 
## Run 14 stress 0.08718781 
## ... Procrustes: rmse 0.00311673  max resid 0.02332429 
## Run 15 stress 0.09246065 
## Run 16 stress 0.08713917 
## ... Procrustes: rmse 0.000828393  max resid 0.009049758 
## ... Similar to previous best
## Run 17 stress 0.08723508 
## ... Procrustes: rmse 0.002732815  max resid 0.03081638 
## Run 18 stress 0.08713781 
## ... Procrustes: rmse 0.0008418102  max resid 0.008883377 
## ... Similar to previous best
## Run 19 stress 0.08713581 
## ... Procrustes: rmse 0.0004616026  max resid 0.004698846 
## ... Similar to previous best
## Run 20 stress 0.08713603 
## ... Procrustes: rmse 0.0003494886  max resid 0.002471637 
## ... Similar to previous best
## *** Best solution repeated 11 times
## Run 0 stress 0.08713553 
## Run 1 stress 0.08713704 
## ... Procrustes: rmse 0.0007169647  max resid 0.007482498 
## ... Similar to previous best
## Run 2 stress 0.08713914 
## ... Procrustes: rmse 0.0007025742  max resid 0.006316432 
## ... Similar to previous best
## Run 3 stress 0.08724306 
## ... Procrustes: rmse 0.002900404  max resid 0.03394677 
## Run 4 stress 0.08713595 
## ... Procrustes: rmse 0.0005384281  max resid 0.005814392 
## ... Similar to previous best
## Run 5 stress 0.08714069 
## ... Procrustes: rmse 0.0004476405  max resid 0.002954479 
## ... Similar to previous best
## Run 6 stress 0.0872252 
## ... Procrustes: rmse 0.002341087  max resid 0.02735297 
## Run 7 stress 0.08744386 
## ... Procrustes: rmse 0.005773053  max resid 0.0556328 
## Run 8 stress 0.08713569 
## ... Procrustes: rmse 0.00006035086  max resid 0.0006523993 
## ... Similar to previous best
## Run 9 stress 0.08719244 
## ... Procrustes: rmse 0.001634203  max resid 0.01837124 
## Run 10 stress 0.08713717 
## ... Procrustes: rmse 0.0003691544  max resid 0.002693313 
## ... Similar to previous best
## Run 11 stress 0.08718256 
## ... Procrustes: rmse 0.001664414  max resid 0.01593818 
## Run 12 stress 0.08734586 
## ... Procrustes: rmse 0.004627442  max resid 0.03529032 
## Run 13 stress 0.08721101 
## ... Procrustes: rmse 0.002055122  max resid 0.02342533 
## Run 14 stress 0.08714692 
## ... Procrustes: rmse 0.0009460981  max resid 0.008775247 
## ... Similar to previous best
## Run 15 stress 0.08713737 
## ... Procrustes: rmse 0.0008068454  max resid 0.008222508 
## ... Similar to previous best
## Run 16 stress 0.08713704 
## ... Procrustes: rmse 0.0007863047  max resid 0.00887955 
## ... Similar to previous best
## Run 17 stress 0.08719537 
## ... Procrustes: rmse 0.00226983  max resid 0.01989905 
## Run 18 stress 0.08713881 
## ... Procrustes: rmse 0.0005082256  max resid 0.003447523 
## ... Similar to previous best
## Run 19 stress 0.08713735 
## ... Procrustes: rmse 0.0003997305  max resid 0.004604324 
## ... Similar to previous best
## Run 20 stress 0.08713686 
## ... Procrustes: rmse 0.0003097103  max resid 0.002971887 
## ... Similar to previous best
## *** Best solution repeated 12 times
## Run 0 stress 0.08713553 
## Run 1 stress 0.08713623 
## ... Procrustes: rmse 0.0001884563  max resid 0.002162793 
## ... Similar to previous best
## Run 2 stress 0.0871354 
## ... New best solution
## ... Procrustes: rmse 0.0003292569  max resid 0.003449613 
## ... Similar to previous best
## Run 3 stress 0.08713671 
## ... Procrustes: rmse 0.0006072883  max resid 0.006345267 
## ... Similar to previous best
## Run 4 stress 0.08713589 
## ... Procrustes: rmse 0.0004330776  max resid 0.003476957 
## ... Similar to previous best
## Run 5 stress 0.08717276 
## ... Procrustes: rmse 0.001710269  max resid 0.01582103 
## Run 6 stress 0.0871369 
## ... Procrustes: rmse 0.0005419982  max resid 0.004332501 
## ... Similar to previous best
## Run 7 stress 0.08714558 
## ... Procrustes: rmse 0.001036113  max resid 0.00622996 
## ... Similar to previous best
## Run 8 stress 0.08713847 
## ... Procrustes: rmse 0.0007927351  max resid 0.008770888 
## ... Similar to previous best
## Run 9 stress 0.08714251 
## ... Procrustes: rmse 0.001103048  max resid 0.01094068 
## Run 10 stress 0.08714081 
## ... Procrustes: rmse 0.0008388702  max resid 0.005199418 
## ... Similar to previous best
## Run 11 stress 0.08713866 
## ... Procrustes: rmse 0.0007679291  max resid 0.007665947 
## ... Similar to previous best
## Run 12 stress 0.08714265 
## ... Procrustes: rmse 0.0006139396  max resid 0.004788063 
## ... Similar to previous best
## Run 13 stress 0.08713616 
## ... Procrustes: rmse 0.0005273198  max resid 0.005585017 
## ... Similar to previous best
## Run 14 stress 0.08724916 
## ... Procrustes: rmse 0.00317013  max resid 0.03684149 
## Run 15 stress 0.08713582 
## ... Procrustes: rmse 0.0002312922  max resid 0.002140128 
## ... Similar to previous best
## Run 16 stress 0.08717088 
## ... Procrustes: rmse 0.001959819  max resid 0.01578338 
## Run 17 stress 0.08713682 
## ... Procrustes: rmse 0.0005998908  max resid 0.0069286 
## ... Similar to previous best
## Run 18 stress 0.08714324 
## ... Procrustes: rmse 0.0009820377  max resid 0.009401843 
## ... Similar to previous best
## Run 19 stress 0.08714411 
## ... Procrustes: rmse 0.0007410794  max resid 0.005603397 
## ... Similar to previous best
## Run 20 stress 0.0872503 
## ... Procrustes: rmse 0.00325368  max resid 0.03750506 
## *** Best solution repeated 14 times
## Run 0 stress 0.07880469 
## Run 1 stress 0.07837491 
## ... New best solution
## ... Procrustes: rmse 0.01338995  max resid 0.08944342 
## Run 2 stress 0.078459 
## ... Procrustes: rmse 0.006139523  max resid 0.04089855 
## Run 3 stress 0.07851172 
## ... Procrustes: rmse 0.007875112  max resid 0.04666485 
## Run 4 stress 0.07896555 
## Run 5 stress 0.0791646 
## Run 6 stress 0.0792646 
## Run 7 stress 0.07896159 
## Run 8 stress 0.07940385 
## Run 9 stress 0.07930415 
## Run 10 stress 0.07879095 
## ... Procrustes: rmse 0.0147896  max resid 0.1168684 
## Run 11 stress 0.07903886 
## Run 12 stress 0.07969588 
## Run 13 stress 0.07914042 
## Run 14 stress 0.07923697 
## Run 15 stress 0.07842204 
## ... Procrustes: rmse 0.004000827  max resid 0.02678886 
## Run 16 stress 0.07890616 
## Run 17 stress 0.07971123 
## Run 18 stress 0.07951864 
## Run 19 stress 0.07845279 
## ... Procrustes: rmse 0.005983468  max resid 0.03614961 
## Run 20 stress 0.07842445 
## ... Procrustes: rmse 0.003406447  max resid 0.01211761 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07880469 
## Run 1 stress 0.07840882 
## ... New best solution
## ... Procrustes: rmse 0.01409165  max resid 0.08940917 
## Run 2 stress 0.07887433 
## ... Procrustes: rmse 0.01892163  max resid 0.1207972 
## Run 3 stress 0.07847628 
## ... Procrustes: rmse 0.006912588  max resid 0.04571515 
## Run 4 stress 0.07906357 
## Run 5 stress 0.07945983 
## Run 6 stress 0.07899718 
## Run 7 stress 0.07891767 
## Run 8 stress 0.07916185 
## Run 9 stress 0.0796401 
## Run 10 stress 0.07901212 
## Run 11 stress 0.07899554 
## Run 12 stress 0.07902469 
## Run 13 stress 0.07886423 
## ... Procrustes: rmse 0.0121127  max resid 0.04164727 
## Run 14 stress 0.07856383 
## ... Procrustes: rmse 0.006057976  max resid 0.024136 
## Run 15 stress 0.07917698 
## Run 16 stress 0.07955854 
## Run 17 stress 0.07910166 
## Run 18 stress 0.07898984 
## Run 19 stress 0.07919066 
## Run 20 stress 0.07861949 
## ... Procrustes: rmse 0.008796865  max resid 0.05244656 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07880469 
## Run 1 stress 0.07876779 
## ... New best solution
## ... Procrustes: rmse 0.01811822  max resid 0.1133375 
## Run 2 stress 0.07915265 
## ... Procrustes: rmse 0.01883087  max resid 0.09327026 
## Run 3 stress 0.0798178 
## Run 4 stress 0.07935038 
## Run 5 stress 0.07877794 
## ... Procrustes: rmse 0.01086712  max resid 0.04723794 
## Run 6 stress 0.07945997 
## Run 7 stress 0.07934303 
## Run 8 stress 0.08018322 
## Run 9 stress 0.0796597 
## Run 10 stress 0.07915192 
## ... Procrustes: rmse 0.0251222  max resid 0.1237247 
## Run 11 stress 0.07909119 
## ... Procrustes: rmse 0.0249458  max resid 0.1264712 
## Run 12 stress 0.07903766 
## ... Procrustes: rmse 0.0259301  max resid 0.1272314 
## Run 13 stress 0.07879167 
## ... Procrustes: rmse 0.02012515  max resid 0.1234608 
## Run 14 stress 0.0791495 
## ... Procrustes: rmse 0.0191576  max resid 0.09402887 
## Run 15 stress 0.07955798 
## Run 16 stress 0.0795737 
## Run 17 stress 0.07843222 
## ... New best solution
## ... Procrustes: rmse 0.01461845  max resid 0.1144591 
## Run 18 stress 0.0784533 
## ... Procrustes: rmse 0.007650595  max resid 0.04657777 
## Run 19 stress 0.07877311 
## ... Procrustes: rmse 0.01263437  max resid 0.0454461 
## Run 20 stress 0.07886387 
## ... Procrustes: rmse 0.009547077  max resid 0.05042819 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07880469 
## Run 1 stress 0.07914022 
## ... Procrustes: rmse 0.01348289  max resid 0.05346382 
## Run 2 stress 0.07906349 
## ... Procrustes: rmse 0.02617128  max resid 0.08958854 
## Run 3 stress 0.07965191 
## Run 4 stress 0.07843711 
## ... New best solution
## ... Procrustes: rmse 0.01381794  max resid 0.08932853 
## Run 5 stress 0.07853775 
## ... Procrustes: rmse 0.00562712  max resid 0.02573095 
## Run 6 stress 0.07888148 
## ... Procrustes: rmse 0.02131045  max resid 0.1316308 
## Run 7 stress 0.07894388 
## Run 8 stress 0.07887593 
## ... Procrustes: rmse 0.02489317  max resid 0.1354613 
## Run 9 stress 0.07931036 
## Run 10 stress 0.07871426 
## ... Procrustes: rmse 0.01121372  max resid 0.08958623 
## Run 11 stress 0.07896104 
## Run 12 stress 0.0786375 
## ... Procrustes: rmse 0.01233735  max resid 0.1041393 
## Run 13 stress 0.07884599 
## ... Procrustes: rmse 0.02107922  max resid 0.1297229 
## Run 14 stress 0.07886263 
## ... Procrustes: rmse 0.01789742  max resid 0.06162878 
## Run 15 stress 0.07840198 
## ... New best solution
## ... Procrustes: rmse 0.005577264  max resid 0.03419904 
## Run 16 stress 0.07927702 
## Run 17 stress 0.07856746 
## ... Procrustes: rmse 0.008088608  max resid 0.04964669 
## Run 18 stress 0.07837819 
## ... New best solution
## ... Procrustes: rmse 0.004778361  max resid 0.03315862 
## Run 19 stress 0.0791085 
## Run 20 stress 0.0791266 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07880469 
## Run 1 stress 0.07910713 
## ... Procrustes: rmse 0.02313867  max resid 0.1299769 
## Run 2 stress 0.07889895 
## ... Procrustes: rmse 0.01323502  max resid 0.05728273 
## Run 3 stress 0.07954647 
## Run 4 stress 0.0786569 
## ... New best solution
## ... Procrustes: rmse 0.01634249  max resid 0.1099184 
## Run 5 stress 0.07923238 
## Run 6 stress 0.07902557 
## ... Procrustes: rmse 0.01791869  max resid 0.09421921 
## Run 7 stress 0.07930296 
## Run 8 stress 0.07954571 
## Run 9 stress 0.07911398 
## ... Procrustes: rmse 0.01787957  max resid 0.09381193 
## Run 10 stress 0.07888272 
## ... Procrustes: rmse 0.01402355  max resid 0.09316531 
## Run 11 stress 0.07929886 
## Run 12 stress 0.07958696 
## Run 13 stress 0.07918564 
## Run 14 stress 0.0790811 
## ... Procrustes: rmse 0.02448818  max resid 0.1038737 
## Run 15 stress 0.07982194 
## Run 16 stress 0.07951001 
## Run 17 stress 0.07867391 
## ... Procrustes: rmse 0.01142716  max resid 0.1008685 
## Run 18 stress 0.0790527 
## ... Procrustes: rmse 0.01818107  max resid 0.06823611 
## Run 19 stress 0.0793681 
## Run 20 stress 0.07860093 
## ... New best solution
## ... Procrustes: rmse 0.005174762  max resid 0.02680194 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07880469 
## Run 1 stress 0.0793843 
## Run 2 stress 0.07851966 
## ... New best solution
## ... Procrustes: rmse 0.01311522  max resid 0.09029187 
## Run 3 stress 0.07919206 
## Run 4 stress 0.07886528 
## ... Procrustes: rmse 0.01183161  max resid 0.08779699 
## Run 5 stress 0.07887142 
## ... Procrustes: rmse 0.01525547  max resid 0.1190625 
## Run 6 stress 0.0787834 
## ... Procrustes: rmse 0.01094291  max resid 0.0453321 
## Run 7 stress 0.07906579 
## Run 8 stress 0.07877527 
## ... Procrustes: rmse 0.01425889  max resid 0.09165935 
## Run 9 stress 0.07976576 
## Run 10 stress 0.07972665 
## Run 11 stress 0.07913355 
## Run 12 stress 0.07939534 
## Run 13 stress 0.07836593 
## ... New best solution
## ... Procrustes: rmse 0.005132049  max resid 0.02890108 
## Run 14 stress 0.07881281 
## ... Procrustes: rmse 0.01189317  max resid 0.08669532 
## Run 15 stress 0.07896251 
## Run 16 stress 0.07895634 
## Run 17 stress 0.07886562 
## ... Procrustes: rmse 0.01416459  max resid 0.07232258 
## Run 18 stress 0.07935885 
## Run 19 stress 0.07943626 
## Run 20 stress 0.07843238 
## ... Procrustes: rmse 0.004319453  max resid 0.03027055 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07880469 
## Run 1 stress 0.07940298 
## Run 2 stress 0.07933261 
## Run 3 stress 0.07897109 
## ... Procrustes: rmse 0.01890737  max resid 0.129686 
## Run 4 stress 0.07933275 
## Run 5 stress 0.07839498 
## ... New best solution
## ... Procrustes: rmse 0.01363598  max resid 0.08952829 
## Run 6 stress 0.07871267 
## ... Procrustes: rmse 0.008735892  max resid 0.03977374 
## Run 7 stress 0.07918932 
## Run 8 stress 0.07947821 
## Run 9 stress 0.07862824 
## ... Procrustes: rmse 0.01571669  max resid 0.120431 
## Run 10 stress 0.07911045 
## Run 11 stress 0.07861992 
## ... Procrustes: rmse 0.01417983  max resid 0.1174148 
## Run 12 stress 0.07903584 
## Run 13 stress 0.07944727 
## Run 14 stress 0.07906824 
## Run 15 stress 0.07934952 
## Run 16 stress 0.07907015 
## Run 17 stress 0.07934784 
## Run 18 stress 0.0789601 
## Run 19 stress 0.07851656 
## ... Procrustes: rmse 0.0055948  max resid 0.03261391 
## Run 20 stress 0.07884733 
## ... Procrustes: rmse 0.01594354  max resid 0.1201683 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07880469 
## Run 1 stress 0.07922723 
## ... Procrustes: rmse 0.02125591  max resid 0.1279466 
## Run 2 stress 0.07974288 
## Run 3 stress 0.07906439 
## ... Procrustes: rmse 0.02078507  max resid 0.1283843 
## Run 4 stress 0.07895108 
## ... Procrustes: rmse 0.01954486  max resid 0.1279655 
## Run 5 stress 0.079373 
## Run 6 stress 0.07868628 
## ... New best solution
## ... Procrustes: rmse 0.01548775  max resid 0.1111042 
## Run 7 stress 0.07971453 
## Run 8 stress 0.07926631 
## Run 9 stress 0.0788565 
## ... Procrustes: rmse 0.01423828  max resid 0.09282076 
## Run 10 stress 0.07861681 
## ... New best solution
## ... Procrustes: rmse 0.005318558  max resid 0.02642022 
## Run 11 stress 0.07934222 
## Run 12 stress 0.07896992 
## ... Procrustes: rmse 0.01176485  max resid 0.04952473 
## Run 13 stress 0.07853446 
## ... New best solution
## ... Procrustes: rmse 0.01577116  max resid 0.1185012 
## Run 14 stress 0.07893773 
## ... Procrustes: rmse 0.01920811  max resid 0.1080058 
## Run 15 stress 0.07923385 
## Run 16 stress 0.07868311 
## ... Procrustes: rmse 0.005562497  max resid 0.03073522 
## Run 17 stress 0.0788043 
## ... Procrustes: rmse 0.009503151  max resid 0.03754617 
## Run 18 stress 0.07957679 
## Run 19 stress 0.07940851 
## Run 20 stress 0.07965892 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07880469 
## Run 1 stress 0.07954196 
## Run 2 stress 0.07956428 
## Run 3 stress 0.07866383 
## ... New best solution
## ... Procrustes: rmse 0.01630668  max resid 0.1191425 
## Run 4 stress 0.07882913 
## ... Procrustes: rmse 0.02118562  max resid 0.1270474 
## Run 5 stress 0.07931618 
## Run 6 stress 0.07839939 
## ... New best solution
## ... Procrustes: rmse 0.01849606  max resid 0.1294918 
## Run 7 stress 0.07903613 
## Run 8 stress 0.07874235 
## ... Procrustes: rmse 0.009294484  max resid 0.08625592 
## Run 9 stress 0.0794692 
## Run 10 stress 0.07867176 
## ... Procrustes: rmse 0.01459976  max resid 0.1221071 
## Run 11 stress 0.0789885 
## Run 12 stress 0.07873077 
## ... Procrustes: rmse 0.01769614  max resid 0.1228281 
## Run 13 stress 0.0788878 
## ... Procrustes: rmse 0.01921672  max resid 0.1250861 
## Run 14 stress 0.07878252 
## ... Procrustes: rmse 0.01158311  max resid 0.05859336 
## Run 15 stress 0.07872328 
## ... Procrustes: rmse 0.008916858  max resid 0.0836547 
## Run 16 stress 0.07918862 
## Run 17 stress 0.07874497 
## ... Procrustes: rmse 0.01046537  max resid 0.08814539 
## Run 18 stress 0.0786055 
## ... Procrustes: rmse 0.008495167  max resid 0.04955135 
## Run 19 stress 0.07882443 
## ... Procrustes: rmse 0.01150574  max resid 0.04333435 
## Run 20 stress 0.07876577 
## ... Procrustes: rmse 0.01217061  max resid 0.09040012 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07880469 
## Run 1 stress 0.07953096 
## Run 2 stress 0.07908569 
## ... Procrustes: rmse 0.02238655  max resid 0.126121 
## Run 3 stress 0.07936352 
## Run 4 stress 0.07848317 
## ... New best solution
## ... Procrustes: rmse 0.01397646  max resid 0.08894885 
## Run 5 stress 0.07957479 
## Run 6 stress 0.07836897 
## ... New best solution
## ... Procrustes: rmse 0.00424372  max resid 0.03388111 
## Run 7 stress 0.07921286 
## Run 8 stress 0.07837845 
## ... Procrustes: rmse 0.001428744  max resid 0.007237815 
## ... Similar to previous best
## Run 9 stress 0.07901047 
## Run 10 stress 0.07863673 
## ... Procrustes: rmse 0.005225368  max resid 0.02894213 
## Run 11 stress 0.07936303 
## Run 12 stress 0.07905223 
## Run 13 stress 0.07902726 
## Run 14 stress 0.07954768 
## Run 15 stress 0.07839958 
## ... Procrustes: rmse 0.003808587  max resid 0.01650118 
## Run 16 stress 0.07894222 
## Run 17 stress 0.07921215 
## Run 18 stress 0.07903261 
## Run 19 stress 0.07914466 
## Run 20 stress 0.07906093 
## *** Best solution repeated 1 times
## Run 0 stress 0.07191552 
## Run 1 stress 0.07249208 
## Run 2 stress 0.07266774 
## Run 3 stress 0.07393488 
## Run 4 stress 0.07323891 
## Run 5 stress 0.07258329 
## Run 6 stress 0.07251421 
## Run 7 stress 0.0727512 
## Run 8 stress 0.0734267 
## Run 9 stress 0.07311436 
## Run 10 stress 0.07298279 
## Run 11 stress 0.07227962 
## ... Procrustes: rmse 0.01647997  max resid 0.06066174 
## Run 12 stress 0.07304454 
## Run 13 stress 0.07366247 
## Run 14 stress 0.07279617 
## Run 15 stress 0.07339298 
## Run 16 stress 0.07214302 
## ... Procrustes: rmse 0.01125037  max resid 0.05579854 
## Run 17 stress 0.07226736 
## ... Procrustes: rmse 0.01433362  max resid 0.06858847 
## Run 18 stress 0.07206127 
## ... Procrustes: rmse 0.007738083  max resid 0.03257638 
## Run 19 stress 0.07259347 
## Run 20 stress 0.07297027 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07191552 
## Run 1 stress 0.07282495 
## Run 2 stress 0.07350352 
## Run 3 stress 0.07293222 
## Run 4 stress 0.07274689 
## Run 5 stress 0.07309046 
## Run 6 stress 0.07249216 
## Run 7 stress 0.07200485 
## ... Procrustes: rmse 0.01083325  max resid 0.04401594 
## Run 8 stress 0.07309476 
## Run 9 stress 0.07282269 
## Run 10 stress 0.07257612 
## Run 11 stress 0.07296555 
## Run 12 stress 0.07251246 
## Run 13 stress 0.07296202 
## Run 14 stress 0.07221 
## ... Procrustes: rmse 0.01332037  max resid 0.05956916 
## Run 15 stress 0.07263608 
## Run 16 stress 0.07251941 
## Run 17 stress 0.07285461 
## Run 18 stress 0.07292738 
## Run 19 stress 0.0727285 
## Run 20 stress 0.07251173 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07191552 
## Run 1 stress 0.07219754 
## ... Procrustes: rmse 0.01224554  max resid 0.04380013 
## Run 2 stress 0.0725154 
## Run 3 stress 0.07297056 
## Run 4 stress 0.07249349 
## Run 5 stress 0.07194679 
## ... Procrustes: rmse 0.006467152  max resid 0.02749685 
## Run 6 stress 0.07259529 
## Run 7 stress 0.07352121 
## Run 8 stress 0.07284758 
## Run 9 stress 0.07236899 
## ... Procrustes: rmse 0.02029782  max resid 0.07999698 
## Run 10 stress 0.07263367 
## Run 11 stress 0.07342597 
## Run 12 stress 0.07237063 
## ... Procrustes: rmse 0.01972829  max resid 0.06147727 
## Run 13 stress 0.07279647 
## Run 14 stress 0.072935 
## Run 15 stress 0.07322013 
## Run 16 stress 0.07283723 
## Run 17 stress 0.07257781 
## Run 18 stress 0.07313133 
## Run 19 stress 0.07243913 
## Run 20 stress 0.07338811 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07191552 
## Run 1 stress 0.07334477 
## Run 2 stress 0.07232943 
## ... Procrustes: rmse 0.01500718  max resid 0.06020219 
## Run 3 stress 0.07411507 
## Run 4 stress 0.07207736 
## ... Procrustes: rmse 0.006756916  max resid 0.0344743 
## Run 5 stress 0.07342539 
## Run 6 stress 0.07230003 
## ... Procrustes: rmse 0.01321488  max resid 0.03670685 
## Run 7 stress 0.072213 
## ... Procrustes: rmse 0.01528981  max resid 0.05665092 
## Run 8 stress 0.07242922 
## Run 9 stress 0.0720453 
## ... Procrustes: rmse 0.01077642  max resid 0.0370307 
## Run 10 stress 0.07243184 
## Run 11 stress 0.07306171 
## Run 12 stress 0.07261846 
## Run 13 stress 0.07273244 
## Run 14 stress 0.07261736 
## Run 15 stress 0.07230826 
## ... Procrustes: rmse 0.01798354  max resid 0.08360035 
## Run 16 stress 0.07346307 
## Run 17 stress 0.07248888 
## Run 18 stress 0.07234933 
## ... Procrustes: rmse 0.02225726  max resid 0.0766192 
## Run 19 stress 0.07225683 
## ... Procrustes: rmse 0.01537776  max resid 0.06521859 
## Run 20 stress 0.072726 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07191552 
## Run 1 stress 0.07202317 
## ... Procrustes: rmse 0.008956855  max resid 0.04993967 
## Run 2 stress 0.07203029 
## ... Procrustes: rmse 0.01193632  max resid 0.05119514 
## Run 3 stress 0.07270128 
## Run 4 stress 0.07191668 
## ... Procrustes: rmse 0.007316233  max resid 0.03832346 
## Run 5 stress 0.0723327 
## ... Procrustes: rmse 0.02190818  max resid 0.09673778 
## Run 6 stress 0.07262925 
## Run 7 stress 0.07295693 
## Run 8 stress 0.07282929 
## Run 9 stress 0.07318072 
## Run 10 stress 0.07389881 
## Run 11 stress 0.07238235 
## ... Procrustes: rmse 0.01803227  max resid 0.08936815 
## Run 12 stress 0.07209899 
## ... Procrustes: rmse 0.008575946  max resid 0.03656871 
## Run 13 stress 0.07272129 
## Run 14 stress 0.07221033 
## ... Procrustes: rmse 0.01101788  max resid 0.04005033 
## Run 15 stress 0.07300173 
## Run 16 stress 0.0721401 
## ... Procrustes: rmse 0.0122417  max resid 0.07088758 
## Run 17 stress 0.07314947 
## Run 18 stress 0.07381906 
## Run 19 stress 0.07335616 
## Run 20 stress 0.07317754 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07191552 
## Run 1 stress 0.0723934 
## ... Procrustes: rmse 0.02550218  max resid 0.09916934 
## Run 2 stress 0.07227373 
## ... Procrustes: rmse 0.01283664  max resid 0.04166673 
## Run 3 stress 0.07235563 
## ... Procrustes: rmse 0.01877357  max resid 0.08375059 
## Run 4 stress 0.07365265 
## Run 5 stress 0.07291361 
## Run 6 stress 0.07257537 
## Run 7 stress 0.0727708 
## Run 8 stress 0.07302572 
## Run 9 stress 0.07226467 
## ... Procrustes: rmse 0.01926751  max resid 0.07103545 
## Run 10 stress 0.07200618 
## ... Procrustes: rmse 0.01103121  max resid 0.05384973 
## Run 11 stress 0.0725718 
## Run 12 stress 0.07309824 
## Run 13 stress 0.07291508 
## Run 14 stress 0.0733485 
## Run 15 stress 0.07250999 
## Run 16 stress 0.07300421 
## Run 17 stress 0.07278821 
## Run 18 stress 0.0730665 
## Run 19 stress 0.07358617 
## Run 20 stress 0.07239261 
## ... Procrustes: rmse 0.02402315  max resid 0.09983215 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07191552 
## Run 1 stress 0.07270127 
## Run 2 stress 0.07212131 
## ... Procrustes: rmse 0.0121488  max resid 0.05849311 
## Run 3 stress 0.07216625 
## ... Procrustes: rmse 0.01116041  max resid 0.05946111 
## Run 4 stress 0.07288077 
## Run 5 stress 0.07350754 
## Run 6 stress 0.0721231 
## ... Procrustes: rmse 0.01467401  max resid 0.08703267 
## Run 7 stress 0.0726557 
## Run 8 stress 0.07269064 
## Run 9 stress 0.07232479 
## ... Procrustes: rmse 0.02414879  max resid 0.1186903 
## Run 10 stress 0.07258922 
## Run 11 stress 0.07301155 
## Run 12 stress 0.07253983 
## Run 13 stress 0.07235162 
## ... Procrustes: rmse 0.02474553  max resid 0.1269292 
## Run 14 stress 0.07244961 
## Run 15 stress 0.07274544 
## Run 16 stress 0.07281014 
## Run 17 stress 0.07333733 
## Run 18 stress 0.07279199 
## Run 19 stress 0.07239065 
## ... Procrustes: rmse 0.01802307  max resid 0.06314337 
## Run 20 stress 0.07242759 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07191552 
## Run 1 stress 0.0727711 
## Run 2 stress 0.07244813 
## Run 3 stress 0.07276395 
## Run 4 stress 0.07293912 
## Run 5 stress 0.07228047 
## ... Procrustes: rmse 0.01488203  max resid 0.06580521 
## Run 6 stress 0.07251093 
## Run 7 stress 0.07283974 
## Run 8 stress 0.07279768 
## Run 9 stress 0.07232809 
## ... Procrustes: rmse 0.01877347  max resid 0.06365328 
## Run 10 stress 0.07274012 
## Run 11 stress 0.07253741 
## Run 12 stress 0.07306772 
## Run 13 stress 0.07351537 
## Run 14 stress 0.07198755 
## ... Procrustes: rmse 0.007521026  max resid 0.0295048 
## Run 15 stress 0.07254978 
## Run 16 stress 0.07351874 
## Run 17 stress 0.07339157 
## Run 18 stress 0.07289099 
## Run 19 stress 0.07314646 
## Run 20 stress 0.07295617 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07191552 
## Run 1 stress 0.07259377 
## Run 2 stress 0.07244848 
## Run 3 stress 0.0735797 
## Run 4 stress 0.07297123 
## Run 5 stress 0.07287502 
## Run 6 stress 0.0723858 
## ... Procrustes: rmse 0.01904109  max resid 0.07396199 
## Run 7 stress 0.07289759 
## Run 8 stress 0.07204562 
## ... Procrustes: rmse 0.008944539  max resid 0.04270413 
## Run 9 stress 0.07315776 
## Run 10 stress 0.07291835 
## Run 11 stress 0.07230541 
## ... Procrustes: rmse 0.01358317  max resid 0.05042759 
## Run 12 stress 0.07240713 
## ... Procrustes: rmse 0.01480518  max resid 0.04822728 
## Run 13 stress 0.07249919 
## Run 14 stress 0.07283513 
## Run 15 stress 0.07253269 
## Run 16 stress 0.07294523 
## Run 17 stress 0.07316238 
## Run 18 stress 0.07374703 
## Run 19 stress 0.07215053 
## ... Procrustes: rmse 0.009775797  max resid 0.03608305 
## Run 20 stress 0.07257123 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.07191552 
## Run 1 stress 0.07308478 
## Run 2 stress 0.07254233 
## Run 3 stress 0.07253375 
## Run 4 stress 0.07312832 
## Run 5 stress 0.07263027 
## Run 6 stress 0.07237142 
## ... Procrustes: rmse 0.02217444  max resid 0.09896851 
## Run 7 stress 0.07257111 
## Run 8 stress 0.07317689 
## Run 9 stress 0.07296162 
## Run 10 stress 0.07255989 
## Run 11 stress 0.0735444 
## Run 12 stress 0.0727497 
## Run 13 stress 0.07310785 
## Run 14 stress 0.0730352 
## Run 15 stress 0.07305816 
## Run 16 stress 0.07281362 
## Run 17 stress 0.0725081 
## Run 18 stress 0.07246736 
## Run 19 stress 0.07304461 
## Run 20 stress 0.07256867 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0665611 
## Run 1 stress 0.06878408 
## Run 2 stress 0.06863091 
## Run 3 stress 0.06722552 
## Run 4 stress 0.06712895 
## Run 5 stress 0.06762051 
## Run 6 stress 0.06782208 
## Run 7 stress 0.06751946 
## Run 8 stress 0.06707858 
## Run 9 stress 0.06748699 
## Run 10 stress 0.06705435 
## ... Procrustes: rmse 0.02400208  max resid 0.08551012 
## Run 11 stress 0.06714336 
## Run 12 stress 0.0673077 
## Run 13 stress 0.06848634 
## Run 14 stress 0.06696976 
## ... Procrustes: rmse 0.02211406  max resid 0.06491405 
## Run 15 stress 0.06709114 
## Run 16 stress 0.06733283 
## Run 17 stress 0.0672745 
## Run 18 stress 0.06687906 
## ... Procrustes: rmse 0.01364082  max resid 0.08525245 
## Run 19 stress 0.06715459 
## Run 20 stress 0.06735962 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0665611 
## Run 1 stress 0.06732543 
## Run 2 stress 0.0673684 
## Run 3 stress 0.06699054 
## ... Procrustes: rmse 0.02066937  max resid 0.070923 
## Run 4 stress 0.06756692 
## Run 5 stress 0.06779163 
## Run 6 stress 0.06764155 
## Run 7 stress 0.06678541 
## ... Procrustes: rmse 0.009922726  max resid 0.03695257 
## Run 8 stress 0.06695335 
## ... Procrustes: rmse 0.02094831  max resid 0.07824994 
## Run 9 stress 0.06709144 
## Run 10 stress 0.06765158 
## Run 11 stress 0.06747343 
## Run 12 stress 0.0670052 
## ... Procrustes: rmse 0.01747473  max resid 0.06373617 
## Run 13 stress 0.06737773 
## Run 14 stress 0.06688508 
## ... Procrustes: rmse 0.02367064  max resid 0.09778536 
## Run 15 stress 0.0675205 
## Run 16 stress 0.06703201 
## ... Procrustes: rmse 0.01587436  max resid 0.05190092 
## Run 17 stress 0.06702569 
## ... Procrustes: rmse 0.01542914  max resid 0.09486872 
## Run 18 stress 0.06734028 
## Run 19 stress 0.0673256 
## Run 20 stress 0.06738305 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0665611 
## Run 1 stress 0.06766302 
## Run 2 stress 0.0679986 
## Run 3 stress 0.06751949 
## Run 4 stress 0.06686392 
## ... Procrustes: rmse 0.02231858  max resid 0.07478247 
## Run 5 stress 0.06703484 
## ... Procrustes: rmse 0.02245562  max resid 0.07266137 
## Run 6 stress 0.06729305 
## Run 7 stress 0.06742002 
## Run 8 stress 0.06704252 
## ... Procrustes: rmse 0.02536438  max resid 0.09520073 
## Run 9 stress 0.06709015 
## Run 10 stress 0.06794174 
## Run 11 stress 0.06713422 
## Run 12 stress 0.06809721 
## Run 13 stress 0.06734779 
## Run 14 stress 0.06673059 
## ... Procrustes: rmse 0.01306573  max resid 0.04346987 
## Run 15 stress 0.0670047 
## ... Procrustes: rmse 0.01905141  max resid 0.09336826 
## Run 16 stress 0.06736771 
## Run 17 stress 0.06695201 
## ... Procrustes: rmse 0.02482843  max resid 0.07328329 
## Run 18 stress 0.0677741 
## Run 19 stress 0.06753758 
## Run 20 stress 0.06753175 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0665611 
## Run 1 stress 0.06730338 
## Run 2 stress 0.06781486 
## Run 3 stress 0.06830266 
## Run 4 stress 0.06798217 
## Run 5 stress 0.06729209 
## Run 6 stress 0.06717185 
## Run 7 stress 0.06761595 
## Run 8 stress 0.06718715 
## Run 9 stress 0.0673014 
## Run 10 stress 0.06701213 
## ... Procrustes: rmse 0.02364101  max resid 0.07479104 
## Run 11 stress 0.0670732 
## Run 12 stress 0.06763248 
## Run 13 stress 0.06769933 
## Run 14 stress 0.06729814 
## Run 15 stress 0.06801506 
## Run 16 stress 0.06700394 
## ... Procrustes: rmse 0.01588014  max resid 0.05311655 
## Run 17 stress 0.06703327 
## ... Procrustes: rmse 0.01583821  max resid 0.08098997 
## Run 18 stress 0.06737717 
## Run 19 stress 0.06748111 
## Run 20 stress 0.06761082 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0665611 
## Run 1 stress 0.06704066 
## ... Procrustes: rmse 0.02540024  max resid 0.08925959 
## Run 2 stress 0.06735941 
## Run 3 stress 0.06762082 
## Run 4 stress 0.06791821 
## Run 5 stress 0.06806522 
## Run 6 stress 0.06708909 
## Run 7 stress 0.0671401 
## Run 8 stress 0.06743824 
## Run 9 stress 0.06711112 
## Run 10 stress 0.06711661 
## Run 11 stress 0.06692213 
## ... Procrustes: rmse 0.02089202  max resid 0.07518715 
## Run 12 stress 0.06763414 
## Run 13 stress 0.06734582 
## Run 14 stress 0.06737954 
## Run 15 stress 0.06754621 
## Run 16 stress 0.0684603 
## Run 17 stress 0.06762203 
## Run 18 stress 0.0675255 
## Run 19 stress 0.06731426 
## Run 20 stress 0.06704101 
## ... Procrustes: rmse 0.02576156  max resid 0.07353061 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0665611 
## Run 1 stress 0.06765766 
## Run 2 stress 0.06776975 
## Run 3 stress 0.06744186 
## Run 4 stress 0.06736887 
## Run 5 stress 0.0670398 
## ... Procrustes: rmse 0.02391753  max resid 0.0614571 
## Run 6 stress 0.06774528 
## Run 7 stress 0.06877238 
## Run 8 stress 0.06725327 
## Run 9 stress 0.06729197 
## Run 10 stress 0.0671225 
## Run 11 stress 0.06713199 
## Run 12 stress 0.06714903 
## Run 13 stress 0.06722982 
## Run 14 stress 0.06744386 
## Run 15 stress 0.06702281 
## ... Procrustes: rmse 0.02197555  max resid 0.1005082 
## Run 16 stress 0.06712753 
## Run 17 stress 0.06719647 
## Run 18 stress 0.06742119 
## Run 19 stress 0.06738807 
## Run 20 stress 0.0673221 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0665611 
## Run 1 stress 0.06766025 
## Run 2 stress 0.0691641 
## Run 3 stress 0.06735343 
## Run 4 stress 0.06691364 
## ... Procrustes: rmse 0.02335451  max resid 0.07417937 
## Run 5 stress 0.0671773 
## Run 6 stress 0.06755013 
## Run 7 stress 0.06704453 
## ... Procrustes: rmse 0.02029468  max resid 0.0693922 
## Run 8 stress 0.06766209 
## Run 9 stress 0.06761553 
## Run 10 stress 0.06759967 
## Run 11 stress 0.06768918 
## Run 12 stress 0.06759407 
## Run 13 stress 0.06694992 
## ... Procrustes: rmse 0.01171322  max resid 0.03725405 
## Run 14 stress 0.06699223 
## ... Procrustes: rmse 0.02108454  max resid 0.06621879 
## Run 15 stress 0.0671004 
## Run 16 stress 0.06767933 
## Run 17 stress 0.06703361 
## ... Procrustes: rmse 0.02282748  max resid 0.07155906 
## Run 18 stress 0.06804277 
## Run 19 stress 0.067837 
## Run 20 stress 0.06714955 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0665611 
## Run 1 stress 0.0680386 
## Run 2 stress 0.06731017 
## Run 3 stress 0.0674594 
## Run 4 stress 0.06763634 
## Run 5 stress 0.06754781 
## Run 6 stress 0.06739351 
## Run 7 stress 0.06696434 
## ... Procrustes: rmse 0.02282242  max resid 0.09311953 
## Run 8 stress 0.06775284 
## Run 9 stress 0.06776487 
## Run 10 stress 0.06713354 
## Run 11 stress 0.06748906 
## Run 12 stress 0.067834 
## Run 13 stress 0.06790887 
## Run 14 stress 0.06769595 
## Run 15 stress 0.06815253 
## Run 16 stress 0.06761731 
## Run 17 stress 0.06748887 
## Run 18 stress 0.06812052 
## Run 19 stress 0.06714601 
## Run 20 stress 0.06764297 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0665611 
## Run 1 stress 0.06801595 
## Run 2 stress 0.06744636 
## Run 3 stress 0.06709557 
## Run 4 stress 0.06712109 
## Run 5 stress 0.06695365 
## ... Procrustes: rmse 0.0179027  max resid 0.08106296 
## Run 6 stress 0.06748655 
## Run 7 stress 0.06765345 
## Run 8 stress 0.06706442 
## Run 9 stress 0.06715146 
## Run 10 stress 0.06776116 
## Run 11 stress 0.06716895 
## Run 12 stress 0.06845561 
## Run 13 stress 0.06763961 
## Run 14 stress 0.06760534 
## Run 15 stress 0.06751446 
## Run 16 stress 0.06849264 
## Run 17 stress 0.06695769 
## ... Procrustes: rmse 0.0165826  max resid 0.086907 
## Run 18 stress 0.0672592 
## Run 19 stress 0.06738994 
## Run 20 stress 0.06736196 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0665611 
## Run 1 stress 0.06728615 
## Run 2 stress 0.06721866 
## Run 3 stress 0.06748752 
## Run 4 stress 0.06673419 
## ... Procrustes: rmse 0.01203303  max resid 0.04703103 
## Run 5 stress 0.06701193 
## ... Procrustes: rmse 0.01436312  max resid 0.03637011 
## Run 6 stress 0.0668081 
## ... Procrustes: rmse 0.01226391  max resid 0.0639651 
## Run 7 stress 0.06700318 
## ... Procrustes: rmse 0.02114162  max resid 0.08626712 
## Run 8 stress 0.06709169 
## Run 9 stress 0.06724205 
## Run 10 stress 0.06803048 
## Run 11 stress 0.06720864 
## Run 12 stress 0.06723879 
## Run 13 stress 0.0671386 
## Run 14 stress 0.06714722 
## Run 15 stress 0.06720767 
## Run 16 stress 0.06749528 
## Run 17 stress 0.06830167 
## Run 18 stress 0.06806283 
## Run 19 stress 0.06740375 
## Run 20 stress 0.06719016 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.06190345 
## Run 1 stress 0.06240121 
## ... Procrustes: rmse 0.02126559  max resid 0.07283575 
## Run 2 stress 0.0624288 
## Run 3 stress 0.06272539 
## Run 4 stress 0.06243951 
## Run 5 stress 0.06342323 
## Run 6 stress 0.06244484 
## Run 7 stress 0.06227486 
## ... Procrustes: rmse 0.01632566  max resid 0.0600291 
## Run 8 stress 0.06325099 
## Run 9 stress 0.06291145 
## Run 10 stress 0.06287441 
## Run 11 stress 0.06303163 
## Run 12 stress 0.0627916 
## Run 13 stress 0.0627111 
## Run 14 stress 0.06272153 
## Run 15 stress 0.06284841 
## Run 16 stress 0.06285099 
## Run 17 stress 0.06273381 
## Run 18 stress 0.06297767 
## Run 19 stress 0.0629618 
## Run 20 stress 0.0626925 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.06190345 
## Run 1 stress 0.06290817 
## Run 2 stress 0.06326727 
## Run 3 stress 0.06234863 
## ... Procrustes: rmse 0.02396872  max resid 0.08361672 
## Run 4 stress 0.06307086 
## Run 5 stress 0.06325998 
## Run 6 stress 0.06276615 
## Run 7 stress 0.06242112 
## Run 8 stress 0.06241028 
## Run 9 stress 0.06318332 
## Run 10 stress 0.06219769 
## ... Procrustes: rmse 0.01477859  max resid 0.06081699 
## Run 11 stress 0.06261419 
## Run 12 stress 0.06254192 
## Run 13 stress 0.06278778 
## Run 14 stress 0.06288079 
## Run 15 stress 0.06256432 
## Run 16 stress 0.06280805 
## Run 17 stress 0.06321054 
## Run 18 stress 0.06270917 
## Run 19 stress 0.062908 
## Run 20 stress 0.0632811 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.06190345 
## Run 1 stress 0.06256608 
## Run 2 stress 0.06270812 
## Run 3 stress 0.06327751 
## Run 4 stress 0.06354292 
## Run 5 stress 0.06243379 
## Run 6 stress 0.0627092 
## Run 7 stress 0.06338016 
## Run 8 stress 0.06423486 
## Run 9 stress 0.06256266 
## Run 10 stress 0.06244454 
## Run 11 stress 0.0631354 
## Run 12 stress 0.06254099 
## Run 13 stress 0.06221754 
## ... Procrustes: rmse 0.02070179  max resid 0.06535749 
## Run 14 stress 0.06240181 
## ... Procrustes: rmse 0.02060897  max resid 0.06550235 
## Run 15 stress 0.06238044 
## ... Procrustes: rmse 0.01469699  max resid 0.04346088 
## Run 16 stress 0.06300577 
## Run 17 stress 0.06210651 
## ... Procrustes: rmse 0.0115727  max resid 0.03333545 
## Run 18 stress 0.06353034 
## Run 19 stress 0.06231227 
## ... Procrustes: rmse 0.02377492  max resid 0.05918829 
## Run 20 stress 0.06280645 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.06190345 
## Run 1 stress 0.06233172 
## ... Procrustes: rmse 0.0182822  max resid 0.05146852 
## Run 2 stress 0.06232661 
## ... Procrustes: rmse 0.01625325  max resid 0.04850218 
## Run 3 stress 0.0623652 
## ... Procrustes: rmse 0.01774707  max resid 0.06198774 
## Run 4 stress 0.06283167 
## Run 5 stress 0.06242392 
## Run 6 stress 0.06286172 
## Run 7 stress 0.06265578 
## Run 8 stress 0.06260576 
## Run 9 stress 0.06305915 
## Run 10 stress 0.06240596 
## Run 11 stress 0.06292872 
## Run 12 stress 0.06269856 
## Run 13 stress 0.06287092 
## Run 14 stress 0.06363536 
## Run 15 stress 0.06257196 
## Run 16 stress 0.06303176 
## Run 17 stress 0.06339911 
## Run 18 stress 0.06269857 
## Run 19 stress 0.06214701 
## ... Procrustes: rmse 0.01909208  max resid 0.07404489 
## Run 20 stress 0.06301576 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.06190345 
## Run 1 stress 0.06327018 
## Run 2 stress 0.06281158 
## Run 3 stress 0.06273918 
## Run 4 stress 0.06265608 
## Run 5 stress 0.06266563 
## Run 6 stress 0.06364312 
## Run 7 stress 0.06241018 
## Run 8 stress 0.06285666 
## Run 9 stress 0.06290051 
## Run 10 stress 0.06283301 
## Run 11 stress 0.06289065 
## Run 12 stress 0.0623463 
## ... Procrustes: rmse 0.02259274  max resid 0.06788146 
## Run 13 stress 0.06263251 
## Run 14 stress 0.06216548 
## ... Procrustes: rmse 0.01770561  max resid 0.04418134 
## Run 15 stress 0.06247789 
## Run 16 stress 0.06260308 
## Run 17 stress 0.06262382 
## Run 18 stress 0.06313407 
## Run 19 stress 0.0630198 
## Run 20 stress 0.06254476 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.06190345 
## Run 1 stress 0.06310117 
## Run 2 stress 0.06283735 
## Run 3 stress 0.06267024 
## Run 4 stress 0.06313226 
## Run 5 stress 0.0631802 
## Run 6 stress 0.06234331 
## ... Procrustes: rmse 0.01856275  max resid 0.05557492 
## Run 7 stress 0.06278301 
## Run 8 stress 0.06275391 
## Run 9 stress 0.0629903 
## Run 10 stress 0.06265799 
## Run 11 stress 0.06316541 
## Run 12 stress 0.06271758 
## Run 13 stress 0.0623705 
## ... Procrustes: rmse 0.02097474  max resid 0.09190269 
## Run 14 stress 0.0624448 
## Run 15 stress 0.06300206 
## Run 16 stress 0.06414703 
## Run 17 stress 0.06240887 
## Run 18 stress 0.06340385 
## Run 19 stress 0.06249178 
## Run 20 stress 0.06240485 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.06190345 
## Run 1 stress 0.06206227 
## ... Procrustes: rmse 0.01946968  max resid 0.0693402 
## Run 2 stress 0.06248024 
## Run 3 stress 0.06273874 
## Run 4 stress 0.06310843 
## Run 5 stress 0.06231453 
## ... Procrustes: rmse 0.02000074  max resid 0.06791582 
## Run 6 stress 0.06277556 
## Run 7 stress 0.06288009 
## Run 8 stress 0.06270034 
## Run 9 stress 0.06337778 
## Run 10 stress 0.0627098 
## Run 11 stress 0.06307296 
## Run 12 stress 0.06227435 
## ... Procrustes: rmse 0.01224779  max resid 0.04122271 
## Run 13 stress 0.062478 
## Run 14 stress 0.06270115 
## Run 15 stress 0.06279161 
## Run 16 stress 0.0626103 
## Run 17 stress 0.0633923 
## Run 18 stress 0.06238242 
## ... Procrustes: rmse 0.0232267  max resid 0.07594619 
## Run 19 stress 0.06254628 
## Run 20 stress 0.0623883 
## ... Procrustes: rmse 0.02448186  max resid 0.09995144 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.06190345 
## Run 1 stress 0.06279367 
## Run 2 stress 0.06243478 
## Run 3 stress 0.06252805 
## Run 4 stress 0.06236927 
## ... Procrustes: rmse 0.01287395  max resid 0.05036681 
## Run 5 stress 0.06311624 
## Run 6 stress 0.06247725 
## Run 7 stress 0.06270642 
## Run 8 stress 0.06275995 
## Run 9 stress 0.06272288 
## Run 10 stress 0.06282299 
## Run 11 stress 0.06285517 
## Run 12 stress 0.0626528 
## Run 13 stress 0.06366133 
## Run 14 stress 0.06256255 
## Run 15 stress 0.06294278 
## Run 16 stress 0.06255627 
## Run 17 stress 0.06273232 
## Run 18 stress 0.06420438 
## Run 19 stress 0.06228163 
## ... Procrustes: rmse 0.01824239  max resid 0.06002975 
## Run 20 stress 0.06322903 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.06190345 
## Run 1 stress 0.06238211 
## ... Procrustes: rmse 0.02074708  max resid 0.07958858 
## Run 2 stress 0.06266847 
## Run 3 stress 0.06311591 
## Run 4 stress 0.06282439 
## Run 5 stress 0.06295199 
## Run 6 stress 0.06286436 
## Run 7 stress 0.06250689 
## Run 8 stress 0.06220569 
## ... Procrustes: rmse 0.01508449  max resid 0.05931774 
## Run 9 stress 0.06315103 
## Run 10 stress 0.06240336 
## ... Procrustes: rmse 0.0165191  max resid 0.05848752 
## Run 11 stress 0.06238767 
## ... Procrustes: rmse 0.02226578  max resid 0.07122485 
## Run 12 stress 0.06332945 
## Run 13 stress 0.06277091 
## Run 14 stress 0.06223636 
## ... Procrustes: rmse 0.02454624  max resid 0.08835577 
## Run 15 stress 0.06262895 
## Run 16 stress 0.06269158 
## Run 17 stress 0.06342633 
## Run 18 stress 0.06296132 
## Run 19 stress 0.06261465 
## Run 20 stress 0.0625343 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.06190345 
## Run 1 stress 0.06234969 
## ... Procrustes: rmse 0.01251945  max resid 0.0393895 
## Run 2 stress 0.06324174 
## Run 3 stress 0.06264513 
## Run 4 stress 0.06352882 
## Run 5 stress 0.06341184 
## Run 6 stress 0.06263251 
## Run 7 stress 0.0623864 
## ... Procrustes: rmse 0.02552963  max resid 0.09077483 
## Run 8 stress 0.06318122 
## Run 9 stress 0.0626117 
## Run 10 stress 0.06321133 
## Run 11 stress 0.06299136 
## Run 12 stress 0.06296631 
## Run 13 stress 0.06319263 
## Run 14 stress 0.06310345 
## Run 15 stress 0.06244478 
## Run 16 stress 0.06258973 
## Run 17 stress 0.06249303 
## Run 18 stress 0.063502 
## Run 19 stress 0.06239333 
## ... Procrustes: rmse 0.01637785  max resid 0.04012197 
## Run 20 stress 0.06250266 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.05788126 
## Run 1 stress 0.05852528 
## Run 2 stress 0.05915358 
## Run 3 stress 0.05846476 
## Run 4 stress 0.05856975 
## Run 5 stress 0.05808827 
## ... Procrustes: rmse 0.0183419  max resid 0.04909052 
## Run 6 stress 0.0584665 
## Run 7 stress 0.05847211 
## Run 8 stress 0.05866228 
## Run 9 stress 0.05908832 
## Run 10 stress 0.05869451 
## Run 11 stress 0.05884382 
## Run 12 stress 0.05811908 
## ... Procrustes: rmse 0.0172995  max resid 0.06277128 
## Run 13 stress 0.06024711 
## Run 14 stress 0.05955713 
## Run 15 stress 0.05892693 
## Run 16 stress 0.05894245 
## Run 17 stress 0.05902379 
## Run 18 stress 0.05962756 
## Run 19 stress 0.05914065 
## Run 20 stress 0.05863622 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.05788126 
## Run 1 stress 0.05875282 
## Run 2 stress 0.059338 
## Run 3 stress 0.05882106 
## Run 4 stress 0.05821704 
## ... Procrustes: rmse 0.01786692  max resid 0.0561297 
## Run 5 stress 0.05839634 
## Run 6 stress 0.05859897 
## Run 7 stress 0.05871379 
## Run 8 stress 0.05842838 
## Run 9 stress 0.05918353 
## Run 10 stress 0.05956806 
## Run 11 stress 0.05849959 
## Run 12 stress 0.05947729 
## Run 13 stress 0.05898243 
## Run 14 stress 0.05895097 
## Run 15 stress 0.0587399 
## Run 16 stress 0.05882622 
## Run 17 stress 0.05818773 
## ... Procrustes: rmse 0.01785858  max resid 0.04498044 
## Run 18 stress 0.05887626 
## Run 19 stress 0.05872659 
## Run 20 stress 0.05812715 
## ... Procrustes: rmse 0.01908682  max resid 0.07246043 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.05788126 
## Run 1 stress 0.05873312 
## Run 2 stress 0.05869645 
## Run 3 stress 0.05836237 
## ... Procrustes: rmse 0.01847117  max resid 0.05803283 
## Run 4 stress 0.05821048 
## ... Procrustes: rmse 0.02028595  max resid 0.06214757 
## Run 5 stress 0.05856203 
## Run 6 stress 0.05842911 
## Run 7 stress 0.05817758 
## ... Procrustes: rmse 0.01655912  max resid 0.04402688 
## Run 8 stress 0.05960281 
## Run 9 stress 0.05829851 
## ... Procrustes: rmse 0.02199942  max resid 0.0651074 
## Run 10 stress 0.05869552 
## Run 11 stress 0.05813084 
## ... Procrustes: rmse 0.0177077  max resid 0.05050227 
## Run 12 stress 0.05979687 
## Run 13 stress 0.05860937 
## Run 14 stress 0.05925452 
## Run 15 stress 0.05898709 
## Run 16 stress 0.05923095 
## Run 17 stress 0.05812181 
## ... Procrustes: rmse 0.01836456  max resid 0.0561597 
## Run 18 stress 0.05909068 
## Run 19 stress 0.05932962 
## Run 20 stress 0.05896341 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.05788126 
## Run 1 stress 0.05896443 
## Run 2 stress 0.0589154 
## Run 3 stress 0.0588691 
## Run 4 stress 0.0595956 
## Run 5 stress 0.0592825 
## Run 6 stress 0.05820583 
## ... Procrustes: rmse 0.01803835  max resid 0.07270061 
## Run 7 stress 0.05836243 
## ... Procrustes: rmse 0.02077853  max resid 0.07803424 
## Run 8 stress 0.0584334 
## Run 9 stress 0.059346 
## Run 10 stress 0.05905716 
## Run 11 stress 0.05837587 
## ... Procrustes: rmse 0.01973425  max resid 0.0490814 
## Run 12 stress 0.05901834 
## Run 13 stress 0.05962226 
## Run 14 stress 0.05875794 
## Run 15 stress 0.05994827 
## Run 16 stress 0.0587715 
## Run 17 stress 0.05918767 
## Run 18 stress 0.05898635 
## Run 19 stress 0.05847065 
## Run 20 stress 0.05817974 
## ... Procrustes: rmse 0.02348987  max resid 0.06255087 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.05788126 
## Run 1 stress 0.05874652 
## Run 2 stress 0.05897138 
## Run 3 stress 0.05884443 
## Run 4 stress 0.0593412 
## Run 5 stress 0.05877681 
## Run 6 stress 0.05942086 
## Run 7 stress 0.05858176 
## Run 8 stress 0.0591372 
## Run 9 stress 0.05905433 
## Run 10 stress 0.05858572 
## Run 11 stress 0.05850106 
## Run 12 stress 0.05909429 
## Run 13 stress 0.05854449 
## Run 14 stress 0.05851325 
## Run 15 stress 0.05936948 
## Run 16 stress 0.0593929 
## Run 17 stress 0.05900993 
## Run 18 stress 0.05938591 
## Run 19 stress 0.05904351 
## Run 20 stress 0.05970242 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.05788126 
## Run 1 stress 0.05883106 
## Run 2 stress 0.05885423 
## Run 3 stress 0.05899429 
## Run 4 stress 0.05864601 
## Run 5 stress 0.05940619 
## Run 6 stress 0.05962319 
## Run 7 stress 0.05893778 
## Run 8 stress 0.05870779 
## Run 9 stress 0.058948 
## Run 10 stress 0.05866217 
## Run 11 stress 0.05855372 
## Run 12 stress 0.05827908 
## ... Procrustes: rmse 0.02012847  max resid 0.05643161 
## Run 13 stress 0.05932296 
## Run 14 stress 0.05877117 
## Run 15 stress 0.05848458 
## Run 16 stress 0.05899519 
## Run 17 stress 0.05990785 
## Run 18 stress 0.05861891 
## Run 19 stress 0.05879847 
## Run 20 stress 0.05938401 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.05788126 
## Run 1 stress 0.05860071 
## Run 2 stress 0.058605 
## Run 3 stress 0.05867625 
## Run 4 stress 0.05843062 
## Run 5 stress 0.0589615 
## Run 6 stress 0.05886651 
## Run 7 stress 0.05885478 
## Run 8 stress 0.05921172 
## Run 9 stress 0.05899234 
## Run 10 stress 0.0583004 
## ... Procrustes: rmse 0.01630373  max resid 0.05113498 
## Run 11 stress 0.05880694 
## Run 12 stress 0.05874785 
## Run 13 stress 0.05856025 
## Run 14 stress 0.05875027 
## Run 15 stress 0.06027332 
## Run 16 stress 0.05886113 
## Run 17 stress 0.0583088 
## ... Procrustes: rmse 0.02132085  max resid 0.07136119 
## Run 18 stress 0.05879345 
## Run 19 stress 0.05967907 
## Run 20 stress 0.05908548 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.05788126 
## Run 1 stress 0.05835778 
## ... Procrustes: rmse 0.02373849  max resid 0.08359479 
## Run 2 stress 0.05936177 
## Run 3 stress 0.05891855 
## Run 4 stress 0.05882551 
## Run 5 stress 0.05882463 
## Run 6 stress 0.05860199 
## Run 7 stress 0.0587013 
## Run 8 stress 0.05921452 
## Run 9 stress 0.05874587 
## Run 10 stress 0.05877898 
## Run 11 stress 0.05952189 
## Run 12 stress 0.05849751 
## Run 13 stress 0.05810687 
## ... Procrustes: rmse 0.01736791  max resid 0.05035302 
## Run 14 stress 0.05875285 
## Run 15 stress 0.05882409 
## Run 16 stress 0.05923005 
## Run 17 stress 0.05913509 
## Run 18 stress 0.05848815 
## Run 19 stress 0.05928727 
## Run 20 stress 0.05944199 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.05788126 
## Run 1 stress 0.05852193 
## Run 2 stress 0.05897066 
## Run 3 stress 0.0585618 
## Run 4 stress 0.05866943 
## Run 5 stress 0.05842571 
## Run 6 stress 0.05821593 
## ... Procrustes: rmse 0.02025946  max resid 0.05639265 
## Run 7 stress 0.05918691 
## Run 8 stress 0.0580874 
## ... Procrustes: rmse 0.01924402  max resid 0.05728007 
## Run 9 stress 0.05861256 
## Run 10 stress 0.05885027 
## Run 11 stress 0.05934402 
## Run 12 stress 0.05851797 
## Run 13 stress 0.05912188 
## Run 14 stress 0.05826657 
## ... Procrustes: rmse 0.02146041  max resid 0.066357 
## Run 15 stress 0.05902001 
## Run 16 stress 0.05874988 
## Run 17 stress 0.05914808 
## Run 18 stress 0.05888461 
## Run 19 stress 0.05845223 
## Run 20 stress 0.0590405 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.05788126 
## Run 1 stress 0.05845867 
## Run 2 stress 0.05892673 
## Run 3 stress 0.06019912 
## Run 4 stress 0.05974376 
## Run 5 stress 0.05858767 
## Run 6 stress 0.05792867 
## ... Procrustes: rmse 0.01586721  max resid 0.05280371 
## Run 7 stress 0.05889894 
## Run 8 stress 0.05872818 
## Run 9 stress 0.05862339 
## Run 10 stress 0.05962391 
## Run 11 stress 0.05893486 
## Run 12 stress 0.05865411 
## Run 13 stress 0.05845754 
## Run 14 stress 0.06048424 
## Run 15 stress 0.05846752 
## Run 16 stress 0.05790141 
## ... Procrustes: rmse 0.01267765  max resid 0.03082048 
## Run 17 stress 0.05972848 
## Run 18 stress 0.05822515 
## ... Procrustes: rmse 0.01571803  max resid 0.04169346 
## Run 19 stress 0.05892925 
## Run 20 stress 0.05922729 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0541166 
## Run 1 stress 0.05538311 
## Run 2 stress 0.0547067 
## Run 3 stress 0.05514455 
## Run 4 stress 0.05520766 
## Run 5 stress 0.05564031 
## Run 6 stress 0.05625024 
## Run 7 stress 0.05632024 
## Run 8 stress 0.05479487 
## Run 9 stress 0.05506203 
## Run 10 stress 0.05592972 
## Run 11 stress 0.05526038 
## Run 12 stress 0.05497029 
## Run 13 stress 0.0555276 
## Run 14 stress 0.05508107 
## Run 15 stress 0.0551963 
## Run 16 stress 0.05545727 
## Run 17 stress 0.05527223 
## Run 18 stress 0.05500541 
## Run 19 stress 0.05573116 
## Run 20 stress 0.0552248 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0541166 
## Run 1 stress 0.05461903 
## Run 2 stress 0.05558606 
## Run 3 stress 0.05464145 
## Run 4 stress 0.05478257 
## Run 5 stress 0.05452899 
## ... Procrustes: rmse 0.0113868  max resid 0.04946389 
## Run 6 stress 0.05502845 
## Run 7 stress 0.05542472 
## Run 8 stress 0.05489537 
## Run 9 stress 0.05544044 
## Run 10 stress 0.05550666 
## Run 11 stress 0.05489601 
## Run 12 stress 0.05508466 
## Run 13 stress 0.05560374 
## Run 14 stress 0.05539998 
## Run 15 stress 0.0547592 
## Run 16 stress 0.0548685 
## Run 17 stress 0.0562799 
## Run 18 stress 0.05508561 
## Run 19 stress 0.05481819 
## Run 20 stress 0.05522972 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0541166 
## Run 1 stress 0.05595579 
## Run 2 stress 0.05518098 
## Run 3 stress 0.0549552 
## Run 4 stress 0.05579318 
## Run 5 stress 0.05529159 
## Run 6 stress 0.0552936 
## Run 7 stress 0.05490779 
## Run 8 stress 0.05541423 
## Run 9 stress 0.05541699 
## Run 10 stress 0.05509271 
## Run 11 stress 0.05521946 
## Run 12 stress 0.05482022 
## Run 13 stress 0.05540386 
## Run 14 stress 0.05496949 
## Run 15 stress 0.05493046 
## Run 16 stress 0.05518314 
## Run 17 stress 0.05533856 
## Run 18 stress 0.05473263 
## Run 19 stress 0.05536873 
## Run 20 stress 0.05562951 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0541166 
## Run 1 stress 0.05494272 
## Run 2 stress 0.05453184 
## ... Procrustes: rmse 0.02229634  max resid 0.07573811 
## Run 3 stress 0.05541789 
## Run 4 stress 0.05460275 
## ... Procrustes: rmse 0.0207903  max resid 0.07047005 
## Run 5 stress 0.05490708 
## Run 6 stress 0.05486016 
## Run 7 stress 0.05568604 
## Run 8 stress 0.05505337 
## Run 9 stress 0.05577525 
## Run 10 stress 0.05506098 
## Run 11 stress 0.05463991 
## Run 12 stress 0.05558149 
## Run 13 stress 0.0547949 
## Run 14 stress 0.0549573 
## Run 15 stress 0.05536685 
## Run 16 stress 0.05533958 
## Run 17 stress 0.05506708 
## Run 18 stress 0.05499996 
## Run 19 stress 0.05482535 
## Run 20 stress 0.05526029 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0541166 
## Run 1 stress 0.05576724 
## Run 2 stress 0.0554884 
## Run 3 stress 0.05502993 
## Run 4 stress 0.05535051 
## Run 5 stress 0.05475932 
## Run 6 stress 0.05482657 
## Run 7 stress 0.05487866 
## Run 8 stress 0.05577988 
## Run 9 stress 0.05511368 
## Run 10 stress 0.05494967 
## Run 11 stress 0.05488515 
## Run 12 stress 0.05554916 
## Run 13 stress 0.05481727 
## Run 14 stress 0.05493691 
## Run 15 stress 0.05541547 
## Run 16 stress 0.05537195 
## Run 17 stress 0.0549949 
## Run 18 stress 0.0549327 
## Run 19 stress 0.05513429 
## Run 20 stress 0.05559573 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0541166 
## Run 1 stress 0.0554557 
## Run 2 stress 0.05483564 
## Run 3 stress 0.05517558 
## Run 4 stress 0.05542693 
## Run 5 stress 0.05527382 
## Run 6 stress 0.05490414 
## Run 7 stress 0.05543464 
## Run 8 stress 0.05479925 
## Run 9 stress 0.05504901 
## Run 10 stress 0.05592796 
## Run 11 stress 0.05605773 
## Run 12 stress 0.05549776 
## Run 13 stress 0.05497353 
## Run 14 stress 0.05482933 
## Run 15 stress 0.0553238 
## Run 16 stress 0.05548092 
## Run 17 stress 0.05514739 
## Run 18 stress 0.05564687 
## Run 19 stress 0.05485491 
## Run 20 stress 0.05509626 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0541166 
## Run 1 stress 0.05501894 
## Run 2 stress 0.05529125 
## Run 3 stress 0.05475192 
## Run 4 stress 0.05553824 
## Run 5 stress 0.05648664 
## Run 6 stress 0.0563123 
## Run 7 stress 0.05548694 
## Run 8 stress 0.05500881 
## Run 9 stress 0.05524544 
## Run 10 stress 0.05516921 
## Run 11 stress 0.05494927 
## Run 12 stress 0.05485336 
## Run 13 stress 0.05594055 
## Run 14 stress 0.05525544 
## Run 15 stress 0.0553843 
## Run 16 stress 0.05485792 
## Run 17 stress 0.05515288 
## Run 18 stress 0.05502293 
## Run 19 stress 0.05544181 
## Run 20 stress 0.05518747 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0541166 
## Run 1 stress 0.05512534 
## Run 2 stress 0.05541369 
## Run 3 stress 0.05517233 
## Run 4 stress 0.05503478 
## Run 5 stress 0.05435814 
## ... Procrustes: rmse 0.02162678  max resid 0.06338077 
## Run 6 stress 0.0554278 
## Run 7 stress 0.05478971 
## Run 8 stress 0.05578675 
## Run 9 stress 0.05505177 
## Run 10 stress 0.05502067 
## Run 11 stress 0.05514576 
## Run 12 stress 0.05530646 
## Run 13 stress 0.05586829 
## Run 14 stress 0.05539785 
## Run 15 stress 0.05562357 
## Run 16 stress 0.05494508 
## Run 17 stress 0.05557214 
## Run 18 stress 0.05519331 
## Run 19 stress 0.05525683 
## Run 20 stress 0.05587239 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0541166 
## Run 1 stress 0.05524738 
## Run 2 stress 0.05511912 
## Run 3 stress 0.05502047 
## Run 4 stress 0.05515804 
## Run 5 stress 0.0554738 
## Run 6 stress 0.05554975 
## Run 7 stress 0.05492637 
## Run 8 stress 0.05501425 
## Run 9 stress 0.0551488 
## Run 10 stress 0.05518959 
## Run 11 stress 0.05514161 
## Run 12 stress 0.05572862 
## Run 13 stress 0.05566243 
## Run 14 stress 0.0550331 
## Run 15 stress 0.05557855 
## Run 16 stress 0.05497176 
## Run 17 stress 0.0556268 
## Run 18 stress 0.05516436 
## Run 19 stress 0.05486337 
## Run 20 stress 0.054841 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.0541166 
## Run 1 stress 0.05563336 
## Run 2 stress 0.05510006 
## Run 3 stress 0.05577925 
## Run 4 stress 0.05595731 
## Run 5 stress 0.0554734 
## Run 6 stress 0.05487453 
## Run 7 stress 0.05494298 
## Run 8 stress 0.05520342 
## Run 9 stress 0.05516907 
## Run 10 stress 0.05524496 
## Run 11 stress 0.05573161 
## Run 12 stress 0.05474244 
## Run 13 stress 0.05539014 
## Run 14 stress 0.05500264 
## Run 15 stress 0.05511551 
## Run 16 stress 0.0548809 
## Run 17 stress 0.05501488 
## Run 18 stress 0.05543244 
## Run 19 stress 0.05479332 
## Run 20 stress 0.0554615 
## *** Best solution was not repeated -- monoMDS stopping criteria:
##     20: no. of iterations >= maxit
## Run 0 stress 0.1377991 
## Run 1 stress 0.1695541 
## Run 2 stress 0.1640875 
## Run 3 stress 0.1736382 
## Run 4 stress 0.1742771 
## Run 5 stress 0.1637099 
## Run 6 stress 0.1484177 
## Run 7 stress 0.2142843 
## Run 8 stress 0.1833902 
## Run 9 stress 0.1427174 
## Run 10 stress 0.1625067 
## Run 11 stress 0.143682 
## Run 12 stress 0.1546887 
## Run 13 stress 0.1791128 
## Run 14 stress 0.1620017 
## Run 15 stress 0.1927041 
## Run 16 stress 0.1378736 
## ... Procrustes: rmse 0.004737085  max resid 0.04811886 
## Run 17 stress 0.1401545 
## Run 18 stress 0.1378598 
## ... Procrustes: rmse 0.002032176  max resid 0.01592794 
## Run 19 stress 0.2174973 
## Run 20 stress 0.1810297 
## Run 21 stress 0.1579889 
## Run 22 stress 0.1623094 
## Run 23 stress 0.1823427 
## Run 24 stress 0.1638699 
## Run 25 stress 0.1601625 
## Run 26 stress 0.1378134 
## ... Procrustes: rmse 0.001558063  max resid 0.0186396 
## Run 27 stress 0.1378662 
## ... Procrustes: rmse 0.005039251  max resid 0.04857018 
## Run 28 stress 0.1486482 
## Run 29 stress 0.1566847 
## Run 30 stress 0.1451473 
## Run 31 stress 0.143682 
## Run 32 stress 0.1427227 
## Run 33 stress 0.1427169 
## Run 34 stress 0.1444606 
## Run 35 stress 0.162414 
## Run 36 stress 0.1378662 
## ... Procrustes: rmse 0.005037148  max resid 0.04855434 
## Run 37 stress 0.1732836 
## Run 38 stress 0.1867778 
## Run 39 stress 0.1377964 
## ... New best solution
## ... Procrustes: rmse 0.00137666  max resid 0.009256987 
## ... Similar to previous best
## *** Best solution repeated 1 times
## Warning: The `size` argument of `element_rect()` is deprecated as of ggplot2 3.4.0.
## ℹ Please use the `linewidth` argument instead.
## This warning is displayed once every 8 hours.
## Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
## generated.

## $x
##     [1] 0.8097561 0.7792793 0.8757310 0.8741355 0.8783977 0.8705036 0.8737300
##     [8] 0.8664596 0.8192253 0.8242647 0.8297074 0.8624620 0.8686636 0.8648019
##    [15] 0.9051322 0.9084279 0.9070866 0.9136975 0.9165354 0.9094650 0.9252669
##    [22] 0.9319606 0.9313808 0.9009434 0.9017126 0.8876254 0.8704453 0.8638393
##    [29] 0.8697261 0.8769968 0.8773651 0.8879433 0.9081028 0.8943662 0.9085487
##    [36] 0.9100899 0.8898467 0.9061584 0.8861727 0.8867488 0.8886139 0.8680556
##    [43] 0.8656250 0.8699839 0.8737490 0.8747118 0.8764881 0.8440999 0.8362218
##    [50] 0.8497268 0.9025389 0.9075057 0.9119589 0.8229167 0.8170247 0.8320000
##    [57] 0.8958838 0.8907789 0.9029386 0.9271804 0.9251543 0.9265983 0.9457769
##    [64] 0.9472551 0.9228650 0.8799299 0.8723404 0.8735214 0.7957479 0.8013699
##    [71] 0.7941617 0.8653708 0.8668576 0.8824802 0.9032508 0.8978328 0.9047970
##    [78] 0.8867217 0.8989011 0.8977433 0.8019672 0.8141825 0.8140417 0.8230373
##    [85] 0.8139059 0.8004202 0.9216301 0.9157480 0.9146067 0.9014540 0.8933884
##    [92] 0.9132231 0.9155844 0.9058745 0.9136885 0.8113360 0.8034826 0.7887550
##    [99] 0.8930190 0.8989805 0.8924528 0.8730795 0.8730929 0.8813673 0.8939709
##   [106] 0.8951533 0.8902564 0.8053097 0.7910674 0.8039702 0.8126010 0.8079009
##   [113] 0.8053640 0.8819400 0.8749122 0.8782093 0.9072165 0.9058201 0.9076087
##   [120] 0.9023987 0.8920755 0.9000826 0.8773132 0.8805556 0.8892836 0.8054734
##   [127] 0.8136646 0.8047753 0.7866772 0.7916350 0.7919782 0.8790801 0.8782946
##   [134] 0.8764451 0.7761194 0.7901038 0.7883850 0.9088213 0.9188993 0.9124294
##   [141] 0.9002037 0.9014354 0.9032258 0.8219761 0.8391225 0.8302207 0.8780178
##   [148] 0.8820639 0.8875969 0.8881517 0.8772093 0.8750000 0.9130435 0.9155235
##   [155] 0.9131494 0.8682432 0.8747419 0.8681948 0.7935943 0.8899167 0.8946015
##   [162] 0.9037433 0.9054374 0.8973660 0.8956693 0.8526316 0.8588235 0.8568756
##   [169] 0.8940840 0.8980583 0.8836978 0.9092762 0.9115426 0.9164087 0.9251559
##   [176] 0.9287926 0.9236641 0.9272503 0.9285714 0.9293044 0.9132720 0.9202279
##   [183] 0.9130435 0.9108683 0.8980538 0.8939535 0.8989691 0.9037294 0.9076377
##   [190] 0.9074074 0.8841642 0.9064748 0.8975110 0.8905405 0.9015471 0.8943731
##   [197] 0.9017857 0.8960613 0.8909627 0.8882236 0.8830898 0.8861386 0.8818272
##   [204] 0.9005629 0.8525714 0.8434983 0.8437500 0.9190939 0.9154376 0.9177694
##   [211] 0.8502773 0.8510000 0.8409091 0.9030884 0.8835192 0.9017199 0.9309551
##   [218] 0.9332659 0.9365245 0.9334390 0.9297659 0.9294872 0.8875740 0.8809524
##   [225] 0.8750000 0.8433735 0.8263757 0.8541854 0.8995556 0.8943162 0.9051491
##   [232] 0.9122984 0.9226190 0.9198869 0.9096099 0.9122316 0.9187996 0.8563748
##   [239] 0.8602484 0.8521285 0.8635671 0.8545752 0.8541667 0.9265770 0.9221992
##   [246] 0.9192607 0.9092850 0.9048140 0.9156493 0.9258065 0.9274526 0.9266442
##   [253] 0.8290155 0.8143777 0.8300000 0.8893082 0.8989637 0.8941799 0.8987755
##   [260] 0.8962264 0.9009083 0.8882083 0.8871429 0.8878924 0.8205128 0.8449541
##   [267] 0.8237792 0.8341916 0.8362403 0.8371429 0.9072643 0.9026933 0.9158730
##   [274] 0.8977099 0.8987342 0.8883333 0.9107930 0.9071567 0.9016575 0.8973707
##   [281] 0.9073756 0.9184248 0.8453888 0.8524590 0.8508846 0.8186323 0.8341100
##   [288] 0.8460305 0.9037383 0.8943170 0.9036036 0.8269231 0.8231768 0.8197211
##   [295] 0.9200000 0.9255814 0.9106667 0.9120235 0.9083558 0.9051095 0.8529089
##   [302] 0.8379052 0.8444444 0.9065850 0.9182482 0.9119497 0.8881491 0.8743523
##   [309] 0.8844156 0.9201313 0.9232192 0.9201726 0.9031993 0.9045608 0.9028269
##   [316] 0.8800336 0.8867188 0.8947368 0.8940493 0.8777038 0.8895760 0.8362903
##   [323] 0.8395677 0.8480475 0.8854436 0.8908297 0.8757819 0.9104882 0.9166667
##   [330] 0.9148352 0.9145775 0.9238532 0.9211538 0.9319872 0.9297297 0.9270729
##   [337] 0.9142212 0.9165247 0.9096341 0.8996746 0.8985025 0.8789162 0.8912442
##   [344] 0.9010212 0.9018504 0.9066667 0.8938272 0.9018405 0.9023486 0.8935185
##   [351] 0.9003601 0.8932981 0.8999114 0.8795299 0.8863436 0.8828265 0.8842593
##   [358] 0.8859416 0.8880071 0.8904924 0.8494949 0.8438134 0.8490771 0.9098754
##   [365] 0.9140351 0.9225589 0.8303647 0.8390597 0.8328691 0.9030132 0.8872180
##   [372] 0.9111111 0.9317269 0.9308176 0.9356026 0.9340369 0.9368999 0.9269912
##   [379] 0.8883144 0.8835821 0.8786566 0.8249788 0.8151986 0.8325041 0.8909532
##   [386] 0.8816856 0.8931800 0.9121864 0.9117647 0.9116398 0.9079284 0.9121339
##   [393] 0.9058729 0.8424804 0.8350291 0.8421053 0.8427046 0.8382464 0.8294574
##   [400] 0.9228650 0.9189687 0.9155788 0.9064272 0.9076923 0.9108717 0.9213235
##   [407] 0.9243446 0.9284627 0.8221601 0.8190476 0.8232642 0.8982684 0.8994413
##   [414] 0.8813364 0.8917102 0.8855799 0.8952524 0.8989770 0.8840049 0.8971142
##   [421] 0.8076923 0.8146259 0.8229167 0.8257646 0.8270413 0.8340499 0.8998580
##   [428] 0.8869427 0.9003663 0.9068878 0.8978780 0.9013699 0.9012708 0.9104220
##   [435] 0.9028183 0.8970023 0.9043546 0.9093872 0.8330579 0.8366989 0.8388846
##   [442] 0.8055806 0.8204255 0.8227375 0.8980623 0.8872987 0.8990228 0.7998229
##   [449] 0.8020073 0.8086643 0.9236641 0.9195980 0.9157175 0.9051186 0.8973162
##   [456] 0.8978829 0.8328388 0.8300439 0.8331678 0.8954064 0.9103774 0.9095477
##   [463] 0.8837745 0.8769575 0.8906250 0.9138432 0.9219917 0.9222011 0.8965517
##   [470] 0.8899225 0.8939759 0.7496112 0.7791798 0.7850534 0.7684887 0.7702818
##   [477] 0.8525053 0.8591040 0.8601036 0.8221691 0.8206169 0.8051410 0.8833467
##   [484] 0.8820556 0.8905109 0.8954248 0.8866995 0.8987342 0.9110907 0.9108635
##   [491] 0.9031414 0.8915779 0.8790447 0.8700138 0.8164794 0.8049167 0.7905297
##   [498] 0.8601974 0.8708066 0.8733624 0.8662487 0.8521277 0.8676471 0.8618491
##   [505] 0.8424797 0.8634953 0.8686074 0.8690476 0.8744699 0.8311793 0.8135874
##   [512] 0.8085837 0.8839907 0.8788820 0.8938382 0.8593615 0.8643777 0.8669098
##   [519] 0.8823031 0.8846154 0.8866058 0.8615160 0.8619085 0.8498403 0.8634064
##   [526] 0.8733826 0.8725581 0.9109170 0.8998397 0.9079055 0.9332616 0.9296089
##   [533] 0.9102079 0.8777877 0.8788660 0.8835930 0.8602620 0.8557763 0.8684211
##   [540] 0.7909868 0.7702596 0.7905138 0.8921491 0.8848292 0.8959276 0.8764390
##   [547] 0.8799094 0.8794481 0.8748443 0.8809524 0.8832029 0.8763975 0.8706500
##   [554] 0.8614660 0.8903437 0.8931485 0.8879377 0.8851913 0.8678112 0.8845823
##   [561] 0.8918737 0.8948805 0.8943711 0.8544304 0.8459043 0.8474051 0.8429672
##   [568] 0.8515241 0.8471528 0.8842035 0.8799721 0.8789939 0.8615049 0.8679051
##   [575] 0.8653846 0.8583691 0.8605491 0.8682540 0.8573680 0.8647235 0.8591549
##   [582] 0.8642623 0.8501818 0.8682796 0.8756757 0.8657718 0.8794084 0.8781116
##   [589] 0.8740280 0.8728522 0.8418039 0.8554996 0.8507740 0.8671875 0.8746269
##   [596] 0.8665768 0.8620950 0.8630435 0.8642534 0.8678815 0.8638535 0.8721528
##   [603] 0.8649446 0.8768769 0.8707739 0.8839354 0.8891403 0.8948393 0.8923720
##   [610] 0.8897638 0.8932642 0.8716887 0.8789238 0.8616932 0.8610568 0.8714734
##   [617] 0.8750826 0.8504487 0.8464529 0.8403941 0.8940678 0.8981413 0.8999166
##   [624] 0.8067772 0.8037037 0.8154897 0.7609682 0.7898990 0.7767722 0.7710843
##   [631] 0.8529412 0.8537088 0.8593422 0.8164653 0.8221374 0.8039063 0.8887218
##   [638] 0.8851298 0.8946171 0.8983957 0.8961832 0.8954869 0.9104859 0.9140155
##   [645] 0.9119548 0.8913824 0.8812455 0.8819355 0.8121775 0.8082090 0.7864742
##   [652] 0.8680982 0.8672087 0.8757721 0.8691049 0.8628405 0.8582600 0.8782609
##   [659] 0.8641405 0.8676190 0.8639405 0.8727679 0.8718153 0.8293983 0.8146417
##   [666] 0.8251192 0.8818381 0.8843636 0.8896697 0.8694956 0.8650602 0.8626280
##   [673] 0.8888889 0.8906021 0.8985816 0.8535739 0.8692810 0.8435374 0.8641390
##   [680] 0.8802395 0.8852740 0.9103504 0.9138827 0.9117199 0.9328727 0.9284254
##   [687] 0.9153578 0.8877888 0.8831065 0.8896435 0.8673051 0.8725154 0.8618822
##   [694] 0.7743857 0.7700893 0.7856072 0.8878085 0.8933333 0.8955224 0.8812095
##   [701] 0.8836054 0.8753444 0.8821450 0.8879668 0.8841079 0.8849090 0.8827160
##   [708] 0.8750789 0.8961832 0.8979436 0.9000724 0.8931889 0.8728000 0.8955343
##   [715] 0.8867562 0.8974194 0.8904290 0.8590504 0.8683620 0.8448023 0.8411131
##   [722] 0.8511416 0.8481481 0.8858592 0.8885246 0.8895275 0.8671329 0.8727445
##   [729] 0.8716944 0.8703262 0.8705962 0.8786982 0.8634686 0.8653032 0.8742225
##   [736] 0.8725248 0.8609407 0.8715013 0.8745020 0.8780488 0.8871636 0.8797113
##   [743] 0.8732601 0.8757017 0.8498316 0.8612051 0.8546204 0.8729097 0.8706714
##   [750] 0.8648302 0.8676575 0.8744912 0.8730933 0.8715203 0.8754633 0.8683844
##   [757] 0.8717949 0.8743790 0.8742049 0.8898488 0.8867521 0.8853503 0.9026718
##   [764] 0.8866545 0.9013283 0.8762568 0.8870432 0.8722741 0.8610422 0.8634997
##   [771] 0.8757842 0.8617216 0.8577818 0.8575293 0.9093041 0.9106029 0.9153195
##   [778] 0.7973811 0.8043478 0.8138030 0.7970914 0.7739403 0.7881286 0.8703956
##   [785] 0.8669014 0.8737446 0.8180392 0.8322835 0.8127522 0.8904538 0.8877049
##   [792] 0.8948617 0.9040444 0.9000000 0.8976053 0.9066427 0.9122966 0.9148398
##   [799] 0.8904627 0.8893044 0.8734007 0.8347193 0.8222222 0.8029595 0.8726115
##   [806] 0.8750872 0.8720515 0.8703141 0.8613963 0.8565531 0.8799593 0.8617332
##   [813] 0.8687375 0.8655332 0.8685848 0.8653846 0.8324111 0.8238134 0.8433931
##   [820] 0.8908133 0.8900602 0.8977520 0.8761430 0.8687291 0.8833333 0.8961570
##   [827] 0.9007576 0.8973412 0.8628571 0.8684807 0.8542479 0.8667763 0.8838248
##   [834] 0.8820882 0.9122658 0.9098679 0.9101034 0.9252632 0.9272530 0.9126838
##   [841] 0.8944206 0.8856427 0.8984996 0.8823529 0.8806497 0.8758669 0.7846743
##   [848] 0.7793103 0.7783868 0.8997687 0.8943716 0.8908686 0.8875652 0.8858616
##   [855] 0.8899083 0.8866667 0.8879363 0.8970158 0.8868039 0.8860598 0.8701639
##   [862] 0.8956175 0.8992063 0.8888043 0.8825449 0.8625632 0.8921405 0.8925511
##   [869] 0.8969900 0.8987772 0.8613251 0.8648438 0.8500000 0.8495327 0.8502879
##   [876] 0.8504854 0.8930202 0.8960162 0.8917492 0.8718487 0.8752495 0.8765432
##   [883] 0.8704319 0.8738612 0.8910891 0.8624135 0.8759071 0.8832740 0.8869236
##   [890] 0.8670886 0.8797386 0.8795812 0.8664495 0.8821586 0.8830409 0.8717557
##   [897] 0.8769874 0.8555556 0.8712596 0.8638554 0.8762102 0.8682855 0.8751643
##   [904] 0.8816267 0.8825996 0.8859102 0.8774908 0.8766384 0.8805436 0.8670520
##   [911] 0.8795888 0.8769231 0.8882221 0.8891353 0.8872970 0.8934010 0.8876081
##   [918] 0.8997996 0.8775181 0.8965517 0.8742903 0.8629962 0.8793631 0.8775113
##   [925] 0.8558994 0.8562030 0.8570076 0.9057377 0.9098774 0.9041430 0.8200280
##   [932] 0.8096961 0.8248337 0.7671920 0.7770270 0.8733706 0.8803040 0.8772727
##   [939] 0.8150782 0.8110065 0.8093499 0.8662832 0.8652695 0.8676364 0.8841419
##   [946] 0.8796229 0.8825729 0.8913043 0.8953771 0.9020501 0.8761584 0.8662069
##   [953] 0.8557152 0.8030907 0.8131561 0.8089888 0.8553779 0.8492528 0.8587385
##   [960] 0.8950564 0.8798587 0.8915136 0.8957055 0.8726655 0.8906115 0.8436389
##   [967] 0.8561304 0.8627157 0.8101818 0.8150585 0.8160661 0.8579426 0.8588400
##   [974] 0.8716398 0.8570348 0.8674157 0.8534828 0.8611321 0.8645980 0.8708134
##   [981] 0.8818646 0.8810811 0.8711019 0.8460961 0.8708901 0.8637470 0.8970814
##   [988] 0.8898365 0.8928313 0.9292196 0.9260300 0.8990976 0.8642072 0.8758465
##   [995] 0.8734988 0.8611291 0.8616188 0.8655194 0.7754386 0.7875433 0.8103806
##  [1002] 0.8735795 0.8669986 0.8678082 0.8654770 0.8687415 0.8650066 0.8646189
##  [1009] 0.8707833 0.8719647 0.8692699 0.8596177 0.8593939 0.8763636 0.8673993
##  [1016] 0.8637640 0.8657270 0.8549734 0.8774584 0.8648148 0.8685857 0.8698413
##  [1023] 0.8631944 0.8711485 0.8661258 0.8726683 0.8775848 0.8695286 0.8676022
##  [1030] 0.8529412 0.8640297 0.8811252 0.8885048 0.8889876 0.8714710 0.8650386
##  [1037] 0.8800277 0.8696552 0.8770546 0.8779221 0.8462462 0.8378201 0.8416821
##  [1044] 0.8947842 0.8953168 0.8966165 0.8632219 0.8655579 0.8663142 0.8228013
##  [1051] 0.8351864 0.8233602 0.8822055 0.8813448 0.8769508 0.8665777 0.8694534
##  [1058] 0.8619883 0.8413793 0.8498221 0.8382749 0.8623188 0.8870542 0.8720000
##  [1065] 0.8729396 0.8709239 0.8827004 0.9024605 0.8838983 0.9002625 0.8588235
##  [1072] 0.8853602 0.8658358 0.8392322 0.8496241 0.8483557 0.8607810 0.8456376
##  [1079] 0.8443316 0.8867362 0.8777703 0.8895434 0.8056995 0.8123766 0.8085831
##  [1086] 0.7614991 0.8626907 0.8710135 0.8615385 0.8119522 0.8197908 0.8024691
##  [1093] 0.8784000 0.8759430 0.8836834 0.8894309 0.8897893 0.8878583 0.9112319
##  [1100] 0.9110092 0.9099485 0.8909091 0.8760520 0.8666211 0.8203498 0.8014184
##  [1107] 0.7918983 0.8627132 0.8664773 0.8689356 0.8693416 0.8708678 0.8636837
##  [1114] 0.8860370 0.8595450 0.8689024 0.8620690 0.8678206 0.8702612 0.8302642
##  [1121] 0.8049587 0.8218487 0.8809524 0.8750000 0.8801191 0.8610401 0.8601876
##  [1128] 0.8593466 0.8789916 0.8789062 0.8776596 0.8604483 0.8651341 0.8542159
##  [1135] 0.8525695 0.8667279 0.8690037 0.9063313 0.9026899 0.9027553 0.9308511
##  [1142] 0.9318681 0.9042254 0.8832309 0.8764906 0.8840580 0.8624910 0.8580786
##  [1149] 0.8617021 0.7838885 0.7737170 0.7946916 0.8915947 0.8956386 0.8845283
##  [1156] 0.8803030 0.8735892 0.8790497 0.8752316 0.8728867 0.8706949 0.8712074
##  [1163] 0.8710938 0.8543624 0.8915858 0.8880779 0.8839907 0.8772803 0.8587329
##  [1170] 0.8850085 0.8832215 0.8898708 0.8815331 0.8569195 0.8613312 0.8577947
##  [1177] 0.8516068 0.8645533 0.8515241 0.8793333 0.8756944 0.8763514 0.8611410
##  [1184] 0.8732252 0.8685594 0.8629442 0.8611310 0.8767551 0.8562500 0.8644444
##  [1191] 0.8614370 0.8654971 0.8533429 0.8604027 0.8690987 0.8615725 0.8775281
##  [1198] 0.8680377 0.8675445 0.8647260 0.8384342 0.8553100 0.8569682 0.8771807
##  [1205] 0.8767528 0.8693333 0.8660714 0.8578644 0.8640154 0.8650075 0.8680283
##  [1212] 0.8559823 0.8588235 0.8680660 0.8628186 0.8774885 0.8743376 0.8855480
##  [1219] 0.8939238 0.8880234 0.8913934 0.8534555 0.8824050 0.8595179 0.8549122
##  [1226] 0.8605528 0.8710526 0.8547596 0.8373669 0.8300589 0.8906644 0.8975682
##  [1233] 0.8974359 0.8112536 0.8022059 0.8183183 0.8684211 0.8663142 0.8684211
##  [1240] 0.8174134 0.8156761 0.8096070 0.8755365 0.8717254 0.8811795 0.8892764
##  [1247] 0.8750000 0.8835305 0.9096267 0.9039039 0.9063080 0.8780231 0.8703856
##  [1254] 0.8609898 0.8268279 0.8061821 0.8081735 0.8576419 0.8640483 0.8657407
##  [1261] 0.8748603 0.8625000 0.8713318 0.8703072 0.8542117 0.8668147 0.8552189
##  [1268] 0.8575064 0.8509660 0.8218589 0.8164336 0.8144796 0.8838921 0.8757202
##  [1275] 0.8873128 0.8545120 0.8556985 0.8555992 0.8830935 0.8780284 0.8911129
##  [1282] 0.8671756 0.8688925 0.8621554 0.8548242 0.8680556 0.8772277 0.9013158
##  [1289] 0.9006791 0.8978166 0.9195266 0.9242054 0.8974359 0.8878417 0.8804745
##  [1296] 0.8823529 0.8649886 0.8681992 0.8606928 0.7815334 0.7787829 0.7900000
##  [1303] 0.8887953 0.8857143 0.8831587 0.8704156 0.8660210 0.8687259 0.8859536
##  [1310] 0.8792651 0.8816866 0.8774319 0.8730268 0.8626761 0.8848168 0.8810149
##  [1317] 0.8871499 0.8762244 0.8572744 0.8885845 0.8827292 0.8929598 0.8858616
##  [1324] 0.8564274 0.8601695 0.8461538 0.8529111 0.8562434 0.8516542 0.8794076
##  [1331] 0.8738938 0.8778571 0.8568047 0.8690344 0.8584687 0.8628520 0.8592085
##  [1338] 0.8747913 0.8679868 0.8715740 0.8744222 0.8600965 0.8570342 0.8536759
##  [1345] 0.8682353 0.8695652 0.8676654 0.8735105 0.8677686 0.8647654 0.8412340
##  [1352] 0.8530303 0.8602564 0.8729569 0.8757862 0.8751753 0.8661916 0.8687405
##  [1359] 0.8708810 0.8586430 0.8519149 0.8554595 0.8602654 0.8692185 0.8627294
##  [1366] 0.8709942 0.8731826 0.8814815 0.8789954 0.8673139 0.8775510 0.8577778
##  [1373] 0.8859316 0.8540734 0.8536082 0.8535286 0.8706537 0.8365801 0.8314015
##  [1380] 0.8320935 0.9015219 0.9005482 0.8988465 0.8116051 0.8158706 0.8009709
##  [1387] 0.7775362 0.7873436 0.8830162 0.8850000 0.8610294 0.9329529 0.9314966
##  [1394] 0.9388929 0.9327485 0.9360465 0.9343891 0.9446254 0.9508600 0.9483821
##  [1401] 0.9308874 0.9257732 0.9090343 0.8754241 0.8626761 0.8546099 0.9118718
##  [1408] 0.9075630 0.9148100 0.9014733 0.8999073 0.8998145 0.8971001 0.8964602
##  [1415] 0.8997265 0.9105004 0.9143059 0.9161631 0.8916607 0.8759124 0.8951256
##  [1422] 0.9168994 0.9078114 0.9136642 0.8801879 0.8829040 0.8880658 0.9181818
##  [1429] 0.9300210 0.9247091 0.8028674 0.8104230 0.8055556 0.9238729 0.9281099
##  [1436] 0.9303079 0.9496124 0.9436519 0.9446064 0.9602649 0.9600000 0.9430008
##  [1443] 0.9124204 0.9088803 0.9131148 0.8310056 0.8427279 0.8465716 0.8672566
##  [1450] 0.8539095 0.8648649 0.9326241 0.9306931 0.9298843 0.9210707 0.9228165
##  [1457] 0.9202093 0.8379854 0.8387492 0.8507026 0.8562053 0.8495909 0.8432884
##  [1464] 0.9375907 0.9368650 0.9385359 0.9305761 0.9140030 0.9265493 0.9267399
##  [1471] 0.9339506 0.9321182 0.8283133 0.8104118 0.8151448 0.8821520 0.8885017
##  [1478] 0.8949212 0.9103745 0.9054313 0.9066584 0.9070209 0.9045455 0.9095993
##  [1485] 0.8412571 0.8339100 0.8378788 0.7837627 0.7849141 0.7925220 0.9067142
##  [1492] 0.9039585 0.9145972 0.9149338 0.9106796 0.9167493 0.9165391 0.9141661
##  [1499] 0.9185072 0.8935897 0.9144317 0.9137168 0.7818312 0.7895131 0.7864407
##  [1506] 0.8266860 0.8354167 0.8437694 0.9137228 0.9174894 0.9083056 0.8200717
##  [1513] 0.8257687 0.8189150 0.9211618 0.9295870 0.9210069 0.9352780 0.9224063
##  [1520] 0.9299363 0.8605732 0.8730290 0.8609169 0.9061947 0.9103370 0.9135654
##  [1527] 0.9053819 0.9034716 0.9100933 0.9367946 0.9407062 0.9342793 0.8691469
##  [1534] 0.8505670 0.8752529 0.7898715 0.8790087 0.8892150 0.8791045 0.9361233
##  [1541] 0.9355828 0.9446086 0.9383922 0.9345865 0.9377916 0.9504202 0.9568893
##  [1548] 0.9506369 0.9251337 0.9225302 0.9139579 0.8736373 0.8703170 0.8579752
##  [1555] 0.9128475 0.9140780 0.9091525 0.9085714 0.8845401 0.9069098 0.9062802
##  [1562] 0.9031079 0.8962892 0.9082302 0.9113553 0.9130775 0.8952381 0.8808096
##  [1569] 0.8905054 0.9117221 0.9109986 0.9100492 0.8756098 0.8757108 0.8939779
##  [1576] 0.9244548 0.9284165 0.9305263 0.7986677 0.8099688 0.7914654 0.9277017
##  [1583] 0.9306600 0.9365079 0.9485531 0.9471366 0.9474080 0.9615005 0.9633774
##  [1590] 0.9461806 0.9197379 0.9106858 0.9096334 0.8493635 0.8399139 0.8357999
##  [1597] 0.8676471 0.8571429 0.8668091 0.9388646 0.9329934 0.9320728 0.9245416
##  [1604] 0.9232915 0.9278075 0.8476249 0.8477854 0.8595238 0.8513514 0.8524485
##  [1611] 0.8430079 0.9464684 0.9410007 0.9379900 0.9370258 0.9252336 0.9347997
##  [1618] 0.9319600 0.9373814 0.9341935 0.8164706 0.8137490 0.8057055 0.8802130
##  [1625] 0.8837421 0.8853211 0.9132075 0.9061064 0.9059501 0.9208984 0.9002849
##  [1632] 0.9128751 0.8320739 0.8333333 0.8428016 0.7775081 0.7948131 0.8023952
##  [1639] 0.9146489 0.9038718 0.9195046 0.9109792 0.9086294 0.9249743 0.9151467
##  [1646] 0.9190544 0.9137658 0.9083225 0.9174853 0.9175607 0.7982583 0.8004587
##  [1653] 0.7971014 0.8337045 0.8447909 0.8427753 0.9184669 0.9122807 0.9208925
##  [1660] 0.8242647 0.8257919 0.8293413 0.9208274 0.9347222 0.9244604 0.9344106
##  [1667] 0.9249548 0.9278253 0.8598879 0.8708010 0.8611557 0.9088164 0.9161328
##  [1674] 0.9170762 0.9131603 0.9081365 0.9130817 0.9468003 0.9467577 0.9449541
##  [1681] 0.8849903 0.8644986 0.8920027 0.8771536 0.8893072 0.8780675 0.9301973
##  [1688] 0.9335968 0.9373089 0.9231975 0.9242779 0.9272433 0.9478261 0.9443463
##  [1695] 0.9455894 0.9254144 0.9179487 0.9067630 0.8835582 0.8665678 0.8674074
##  [1702] 0.9051322 0.9006169 0.9059233 0.9028741 0.8934673 0.8977956 0.9080919
##  [1709] 0.8953378 0.8955665 0.9014296 0.9046177 0.9023596 0.8938253 0.8823982
##  [1716] 0.8992974 0.9034431 0.9076006 0.9098774 0.8762542 0.8735343 0.8844797
##  [1723] 0.9115977 0.9199102 0.9160584 0.8036254 0.8097522 0.8075041 0.9178515
##  [1730] 0.9246101 0.9306759 0.9442596 0.9431818 0.9474498 0.9588900 0.9585547
##  [1737] 0.9423942 0.9115646 0.9060181 0.9074890 0.8425656 0.8327165 0.8428981
##  [1744] 0.8671931 0.8766832 0.8654971 0.9306707 0.9237736 0.9239681 0.9224075
##  [1751] 0.9226915 0.9177040 0.8409379 0.8425096 0.8477594 0.8520376 0.8501650
##  [1758] 0.8380759 0.9367284 0.9310078 0.9354365 0.9258675 0.9159256 0.9336032
##  [1765] 0.9240669 0.9260471 0.9275266 0.8145161 0.8242474 0.8156863 0.8696858
##  [1772] 0.8826291 0.8874172 0.9103226 0.9021592 0.9071288 0.9111338 0.9040157
##  [1779] 0.9072581 0.8384880 0.8446532 0.8369478 0.7874794 0.8007782 0.8074866
##  [1786] 0.9058016 0.8975241 0.9099042 0.9118852 0.8978723 0.9172043 0.9177524
##  [1793] 0.9054356 0.9101307 0.9081225 0.9160510 0.9081395 0.7995546 0.8102644
##  [1800] 0.8025299 0.8393939 0.8496023 0.8417969 0.9122933 0.9137931 0.9119497
##  [1807] 0.8366890 0.8332052 0.8260200 0.9177680 0.9221341 0.9227188 0.9265873
##  [1814] 0.9201878 0.9239882 0.8591433 0.8783069 0.8688525 0.9025450 0.9043897
##  [1821] 0.9047014 0.9018692 0.9038985 0.9050228 0.9341365 0.9386027 0.9348689
##  [1828] 0.8812542 0.8694751 0.8866995 0.7603161 0.7410072 0.8632911 0.8568889
##  [1835] 0.8580034 0.8852041 0.8818027 0.8814159 0.8928571 0.8901961 0.8915223
##  [1842] 0.8780488 0.8786677 0.8734177 0.8110624 0.7813799 0.7783333 0.8572642
##  [1849] 0.8534226 0.8660647 0.8590164 0.8428094 0.8503326 0.8618785 0.8155340
##  [1856] 0.8474946 0.8502058 0.8514523 0.8528100 0.7795139 0.7766051 0.7687386
##  [1863] 0.8666128 0.8648867 0.8793503 0.8542039 0.8450450 0.8442308 0.8711386
##  [1870] 0.8762215 0.8776638 0.8807947 0.8859375 0.8726833 0.8351159 0.8450980
##  [1877] 0.8451677 0.8905244 0.8936877 0.8925831 0.9142857 0.9186321 0.8902196
##  [1884] 0.8594189 0.8643306 0.8649952 0.8593867 0.8659176 0.8628026 0.8089623
##  [1891] 0.8062745 0.8173153 0.8821105 0.8660566 0.8643256 0.8670382 0.8573693
##  [1898] 0.8612585 0.8794416 0.8814103 0.8732919 0.8774603 0.8746649 0.8599034
##  [1905] 0.8614719 0.8752137 0.8715447 0.8585237 0.8476105 0.8661844 0.8872752
##  [1912] 0.8840170 0.8840893 0.8653226 0.8736756 0.8659875 0.8400000 0.8535097
##  [1919] 0.8369906 0.8755187 0.8780488 0.8691983 0.8350755 0.8521739 0.8384528
##  [1926] 0.8480786 0.8705882 0.8684641 0.8700882 0.8870482 0.8779026 0.8635753
##  [1933] 0.8412340 0.8582349 0.8517241 0.8633178 0.8667467 0.8615108 0.8533007
##  [1940] 0.8641644 0.8116051 0.8320783 0.8424745 0.8820144 0.8818598 0.8790984
##  [1947] 0.8603569 0.8739867 0.8605578 0.8573680 0.8526490 0.8454405 0.8693353
##  [1954] 0.8747100 0.8684211 0.8748006 0.8768627 0.8744856 0.8887677 0.8851282
##  [1961] 0.8849077 0.8544194 0.8763941 0.8507853 0.8526245 0.8658930 0.8568479
##  [1968] 0.8106952 0.7936842 0.7914894 0.8824050 0.8881173 0.8886957 0.7882883
##  [1975] 0.8003049 0.7934869 0.7490909 0.8624248 0.8422018 0.8590193 0.8847487
##  [1982] 0.8832180 0.8878924 0.8935961 0.8942116 0.8962963 0.8854489 0.8763137
##  [1989] 0.8655643 0.8131564 0.7738095 0.7831224 0.8582541 0.8628186 0.8705255
##  [1996] 0.8666667 0.8358209 0.8501703 0.8502857 0.8287895 0.8561947 0.8567860
##  [2003] 0.8647746 0.8661276 0.7704626 0.7717880 0.7658582 0.8649094 0.8622112
##  [2010] 0.8735178 0.8371878 0.8394834 0.8473581 0.8714029 0.8839506 0.8816000
##  [2017] 0.8803291 0.8873016 0.8738739 0.8315118 0.8390342 0.8460765 0.8963585
##  [2024] 0.8915254 0.8903394 0.9144197 0.9083130 0.8829569 0.8583732 0.8560886
##  [2031] 0.8617966 0.8594225 0.8746224 0.8534936 0.8014469 0.8186120 0.8185484
##  [2038] 0.8778433 0.8671743 0.8763052 0.8690380 0.8754956 0.8604472 0.8754035
##  [2045] 0.8744277 0.8763340 0.8748387 0.8741497 0.8510939 0.8715035 0.8696413
##  [2052] 0.8699254 0.8554758 0.8495413 0.8526119 0.8806497 0.8812095 0.8812317
##  [2059] 0.8728606 0.8692756 0.8688394 0.8384458 0.8438155 0.8439490 0.8614072
##  [2066] 0.8617886 0.8612509 0.8345238 0.8584071 0.8352804 0.8644524 0.8674157
##  [2073] 0.8742763 0.8866559 0.8737413 0.8824867 0.8613388 0.8480243 0.8598592
##  [2080] 0.8542891 0.8469016 0.8585608 0.8729583 0.8682488 0.8785971 0.8190114
##  [2087] 0.8060985 0.8154762 0.8848397 0.8908532 0.8778626 0.8630999 0.8631897
##  [2094] 0.8674699 0.8527755 0.8592965 0.8497653 0.8590240 0.8776471 0.8596352
##  [2101] 0.8805488 0.8816521 0.8807531 0.9017660 0.8845750 0.8917127 0.8503100
##  [2108] 0.8703527 0.8597884 0.8572400 0.8667538 0.8624044 0.8043956 0.7817590
##  [2115] 0.7913043 0.8878924 0.8912363 0.8902655 0.7936267 0.7918940 0.7884927
##  [2122] 0.8570183 0.8489871 0.8411131 0.8835377 0.8810149 0.8826206 0.8789102
##  [2129] 0.8873096 0.8930582 0.8781513 0.8769356 0.8709445 0.7958263 0.7532694
##  [2136] 0.7586806 0.8415929 0.8528963 0.8727969 0.8346821 0.8211765 0.8387471
##  [2143] 0.8360656 0.8107503 0.8293242 0.8466102 0.8527660 0.8447320 0.7713004
##  [2150] 0.7591575 0.7526166 0.8521008 0.8551089 0.8614021 0.8331771 0.8311445
##  [2157] 0.8245968 0.8689718 0.8771930 0.8831587 0.8629403 0.8763137 0.8651124
##  [2164] 0.8231481 0.8335036 0.8298969 0.8867745 0.8856406 0.8930762 0.9053892
##  [2171] 0.8987500 0.8791667 0.8387414 0.8458647 0.8474747 0.8519661 0.8604472
##  [2178] 0.8582202 0.7946210 0.8016129 0.8031301 0.8659794 0.8560345 0.8677551
##  [2185] 0.8556106 0.8661290 0.8555816 0.8714938 0.8726913 0.8739709 0.8605263
##  [2192] 0.8613999 0.8457143 0.8641208 0.8652482 0.8600337 0.8423465 0.8381665
##  [2199] 0.8487713 0.8788311 0.8906475 0.8883994 0.8536789 0.8525149 0.8537774
##  [2206] 0.8080594 0.8368870 0.8164835 0.8650964 0.8571429 0.8508772 0.8363418
##  [2213] 0.8422247 0.8356974 0.8536139 0.8549618 0.8635215 0.8690280 0.8813033
##  [2220] 0.8762490 0.8562543 0.8483920 0.8554131 0.8535714 0.8488943 0.8549811
##  [2227] 0.8632163 0.8688119 0.8617512 0.8072755 0.8108320 0.8311432 0.8838235
##  [2234] 0.8820313 0.8705137 0.8608903 0.8469861 0.8579198 0.8447712 0.8451668
##  [2241] 0.8317308 0.8585938 0.8657074 0.8592000 0.8729508 0.8787149 0.8780488
##  [2248] 0.8854875 0.8807242 0.8802260 0.8456014 0.8622696 0.8480216 0.8560658
##  [2255] 0.8581842 0.8628411 0.7977654 0.7882096 0.7777778 0.8744271 0.8866878
##  [2262] 0.8840970 0.7870869 0.7899292 0.7854218 0.7197861 0.7250257 0.7864945
##  [2269] 0.7933071 0.8046796 0.7825086 0.7743831 0.7816216 0.8659218 0.8518198
##  [2276] 0.8325617 0.8666304 0.8610422 0.8813972 0.8592189 0.8476190 0.8415033
##  [2283] 0.9196833 0.9104478 0.9190422 0.9221077 0.8960613 0.9233333 0.8414526
##  [2290] 0.8458111 0.8490385 0.8386243 0.8206522 0.8297674 0.7831325 0.7967033
##  [2297] 0.8142982 0.8449612 0.8406220 0.8333333 0.8100000 0.8079409 0.8172138
##  [2304] 0.9353160 0.9355096 0.9253486 0.7482014 0.7859532 0.7732426 0.8066239
##  [2311] 0.7990338 0.7936191 0.8656126 0.8563536 0.8007034 0.7922912 0.7936345
##  [2318] 0.8135224 0.9004594 0.9021572 0.9097015 0.8646497 0.8734277 0.8888889
##  [2325] 0.7910305 0.7785235 0.7960289 0.8339161 0.8193717 0.8293289 0.9145631
##  [2332] 0.9076517 0.9096081 0.8924802 0.8912134 0.8827734 0.7308489 0.7402464
##  [2339] 0.7351509 0.7525773 0.7627471 0.7697994 0.8040913 0.8049759 0.8073469
##  [2346] 0.9107438 0.9106992 0.9083601 0.9225352 0.9153605 0.9071505 0.8010920
##  [2353] 0.8008130 0.7982595 0.9014423 0.8998862 0.8957346 0.9041096 0.9004559
##  [2360] 0.9081719 0.9233279 0.9224205 0.9186493 0.8458213 0.8465819 0.8437500
##  [2367] 0.9101796 0.9153374 0.9163498 0.8323413 0.8458844 0.8513120 0.7931873
##  [2374] 0.7755444 0.7845070 0.9298758 0.9359073 0.9266943 0.8897828 0.9006875
##  [2381] 0.8879016 0.8123909 0.8166058 0.8281902 0.9025721 0.9115538 0.9024780
##  [2388] 0.8196429 0.8177817 0.8394919 0.8941736 0.8874025 0.8859857 0.8780710
##  [2395] 0.8777555 0.8754579 0.8514570 0.8426888 0.8517166 0.8582589 0.8333333
##  [2402] 0.8327759 0.7734864 0.7786811 0.7805128 0.8720414 0.8842975 0.8810642
##  [2409] 0.7438634 0.8067831 0.8087935 0.8148936 0.7915152 0.7861557 0.8008999
##  [2416] 0.8588517 0.8592058 0.8476190 0.8633296 0.8566464 0.8742515 0.8564593
##  [2423] 0.8504132 0.8480475 0.9215923 0.8982630 0.9143207 0.9149199 0.8873239
##  [2430] 0.9151732 0.8485688 0.8391345 0.8696517 0.8316279 0.8214625 0.8136769
##  [2437] 0.8087536 0.7986577 0.8265583 0.8423746 0.8365879 0.8439560 0.8300518
##  [2444] 0.8274547 0.8287293 0.9355590 0.9304275 0.9269759 0.7585837 0.7848700
##  [2451] 0.7639225 0.8040770 0.8012170 0.7993730 0.8538682 0.8586310 0.8064516
##  [2458] 0.8051512 0.7956757 0.8195402 0.9008793 0.9000000 0.9071038 0.8596491
##  [2465] 0.8754098 0.8869493 0.8106509 0.7930348 0.8046948 0.8406193 0.8381295
##  [2472] 0.8374893 0.9110512 0.9120055 0.9102816 0.8932969 0.8920290 0.8963997
##  [2479] 0.7526767 0.7529412 0.7431472 0.7605178 0.7631579 0.7651007 0.8157468
##  [2486] 0.8188586 0.8135593 0.9098005 0.9135802 0.9082492 0.9139785 0.9083799
##  [2493] 0.9081633 0.8048583 0.8127624 0.8175182 0.8907672 0.8897059 0.8804627
##  [2500] 0.9048077 0.8920863 0.9080460 0.9257679 0.9246964 0.9233227 0.8508576
##  [2507] 0.8493377 0.8603053 0.9129321 0.9041278 0.9048276 0.8399168 0.8478460
##  [2514] 0.8584521 0.7967960 0.7994859 0.8038793 0.9323194 0.9336032 0.9250180
##  [2521] 0.8869198 0.9011164 0.8909348 0.8127854 0.8250951 0.8231173 0.8977087
##  [2528] 0.9115930 0.8928270 0.8399264 0.8270814 0.8417178 0.8887468 0.8898104
##  [2535] 0.8870558 0.8730769 0.8817318 0.8735521 0.8566176 0.8523538 0.8561696
##  [2542] 0.8506571 0.8282353 0.8345154 0.7943723 0.7911985 0.7935829 0.8755760
##  [2549] 0.8805031 0.8751027 0.8099010 0.8071217 0.8055843 0.7930233 0.7907801
##  [2556] 0.7888403 0.8757062 0.8512324 0.8426357 0.8738394 0.8634841 0.8775848
##  [2563] 0.8618785 0.8497992 0.8550369 0.9203233 0.9172494 0.9196740 0.9190141
##  [2570] 0.8949721 0.9191344 0.8571429 0.8461538 0.8617021 0.8357271 0.8313582
##  [2577] 0.8243115 0.8038853 0.8029602 0.8193833 0.8430405 0.8397626 0.8409332
##  [2584] 0.8024565 0.8110384 0.8213645 0.9351433 0.9336032 0.9321192 0.7611169
##  [2591] 0.7838453 0.7694090 0.8166127 0.7926950 0.8028169 0.8650472 0.8587571
##  [2598] 0.8158205 0.8047465 0.8055843 0.8040314 0.9057187 0.9057632 0.9066768
##  [2605] 0.8760991 0.8838863 0.8915663 0.8021134 0.7976989 0.8054545 0.8330373
##  [2612] 0.8398607 0.8333333 0.9134426 0.9122340 0.9105431 0.8954727 0.8896747
##  [2619] 0.8986438 0.7437500 0.7505176 0.7497556 0.7617066 0.7616525 0.7661638
##  [2626] 0.8198269 0.8210273 0.8139918 0.9138075 0.9193548 0.9113100 0.9164948
##  [2633] 0.9123932 0.9110629 0.8083268 0.8073770 0.8131433 0.8962963 0.9026651
##  [2640] 0.8891596 0.9074074 0.9056748 0.9121910 0.9370401 0.9354588 0.9249226
##  [2647] 0.8527919 0.8422330 0.8526552 0.9119804 0.9132075 0.9155844 0.8371859
##  [2654] 0.8410714 0.8483647 0.7996729 0.7820946 0.8053221 0.9351511 0.9323899
##  [2661] 0.9309142 0.8952071 0.9034003 0.8978052 0.8226514 0.8295142 0.8182594
##  [2668] 0.9053628 0.9206095 0.9044534 0.8206522 0.8250444 0.8384434 0.8820639
##  [2675] 0.8848347 0.8872727 0.8861341 0.8855117 0.8752328 0.8550933 0.8597097
##  [2682] 0.8596620 0.8404624 0.8400447 0.8382353 0.7943633 0.7813358 0.7911065
##  [2689] 0.8901180 0.8816794 0.8782816 0.7326944 0.7216611 0.7919622 0.7896635
##  [2696] 0.7997800 0.8495887 0.8303085 0.8305622 0.8868335 0.8908189 0.9017199
##  [2703] 0.8544601 0.8487805 0.8550124 0.9412442 0.9309133 0.9395349 0.9427570
##  [2710] 0.9200888 0.9397727 0.8404740 0.8512774 0.8424726 0.8593054 0.8645740
##  [2717] 0.8632558 0.8348540 0.8360656 0.8526863 0.8588351 0.8544554 0.8615222
##  [2724] 0.7262693 0.7647638 0.7682811 0.9343511 0.9353519 0.9321039 0.8108652
##  [2731] 0.8351770 0.8260382 0.8081588 0.8120079 0.8069106 0.8667582 0.8653295
##  [2738] 0.8021845 0.8308351 0.8293936 0.8477547 0.9138867 0.9088767 0.9212718
##  [2745] 0.8897764 0.8921491 0.8982229 0.7966764 0.8015489 0.8058878 0.8285199
##  [2752] 0.8416887 0.8330508 0.9146825 0.9192795 0.9166132 0.9083056 0.9025424
##  [2759] 0.9092857 0.8076152 0.7993952 0.8062382 0.8032620 0.8222676 0.8202717
##  [2766] 0.7571189 0.7717667 0.7662338 0.9163145 0.9210300 0.9199346 0.9351852
##  [2773] 0.9329073 0.9249184 0.8471582 0.8488000 0.8248811 0.9213759 0.9212051
##  [2780] 0.9243697 0.9141791 0.9171144 0.9119171 0.9291076 0.9295886 0.9180457
##  [2787] 0.8535871 0.8477199 0.8517398 0.9262899 0.9346734 0.9391192 0.8089770
##  [2794] 0.8162512 0.8365482 0.8393285 0.8368679 0.8448394 0.9247555 0.9289705
##  [2801] 0.9248227 0.9055375 0.9107143 0.9004838 0.8284704 0.8367159 0.8309137
##  [2808] 0.9102462 0.9230769 0.9130081 0.7867925 0.7898148 0.8095823 0.8796992
##  [2815] 0.8722157 0.8654088 0.8916667 0.8983740 0.8942486 0.8542422 0.8621170
##  [2822] 0.8579926 0.8809524 0.8579418 0.8653199 0.7870075 0.7803522 0.7888655
##  [2829] 0.8945805 0.9006070 0.8927720 0.7398015 0.8014019 0.8007117 0.8019694
##  [2836] 0.8635838 0.8434705 0.8338583 0.8888889 0.8884298 0.9011438 0.8613953
##  [2843] 0.8529887 0.8535980 0.9463470 0.9324796 0.9373550 0.9430233 0.9204420
##  [2850] 0.9460067 0.8535490 0.8518182 0.8533465 0.8598048 0.8670830 0.8637627
##  [2857] 0.8407240 0.8356040 0.8522040 0.8526212 0.8482143 0.8585005 0.7426710
##  [2864] 0.7447657 0.7597712 0.9345510 0.9381611 0.9323308 0.8245788 0.8422782
##  [2871] 0.8333333 0.8155022 0.8288201 0.8016277 0.8612637 0.8644793 0.8117506
##  [2878] 0.8389831 0.8360489 0.8344371 0.9149923 0.9074510 0.9149582 0.8883573
##  [2885] 0.8951104 0.9056000 0.8170498 0.8034682 0.8174387 0.8447205 0.8361233
##  [2892] 0.8424141 0.9149077 0.9223623 0.9189017 0.9114342 0.8973815 0.9025090
##  [2899] 0.8024072 0.8144841 0.8147802 0.8148893 0.8289474 0.8295455 0.7753086
##  [2906] 0.7766583 0.7723368 0.9165965 0.9166667 0.9157809 0.9376278 0.9376980
##  [2913] 0.9321851 0.8493884 0.8456000 0.8318932 0.9177914 0.9190751 0.9208633
##  [2920] 0.9134884 0.9098613 0.9150215 0.9212730 0.9255740 0.9191523 0.8573508
##  [2927] 0.8444625 0.8556391 0.9331713 0.9416149 0.9339378 0.8171488 0.8169273
##  [2934] 0.8407258 0.8517350 0.8430421 0.8523035 0.9273952 0.9266348 0.9219858
##  [2941] 0.9058442 0.9067599 0.9000000 0.8372703 0.8415751 0.8452481 0.9079365
##  [2948] 0.9250604 0.9168013 0.7807183 0.7815985 0.8177400 0.8830846 0.8767442
##  [2955] 0.8814815 0.8879630 0.8875256 0.8884758 0.8596112 0.8609179 0.8643068
##  [2962] 0.8814898 0.8648948 0.8697105 0.7981073 0.8075881 0.8047521 0.8891369
##  [2969] 0.9042232 0.8887122 0.7948084 0.8089330 0.8054920 0.8647990 0.8381665
##  [2976] 0.8411669 0.8931340 0.8844828 0.9005947 0.8688525 0.8515101 0.8599488
##  [2983] 0.9430303 0.9255583 0.9412485 0.9381188 0.9169591 0.9389222 0.8410596
##  [2990] 0.8511848 0.8609407 0.8616236 0.8628731 0.8614341 0.8307985 0.8419567
##  [2997] 0.8474729 0.8567010 0.8497409 0.8643881 0.7505643 0.7660878 0.7745098
##  [3004] 0.9310618 0.9372881 0.9321149 0.8226141 0.8450057 0.8205431 0.8046243
##  [3011] 0.8065844 0.8099261 0.8592375 0.8608563 0.8071066 0.8350056 0.8432203
##  [3018] 0.8368056 0.9132530 0.9053834 0.9242779 0.8900826 0.8898026 0.8960604
##  [3025] 0.8124373 0.8161034 0.8264540 0.8362791 0.8359303 0.8374126 0.9156463
##  [3032] 0.9174123 0.9125828 0.9083447 0.9024035 0.9053254 0.7827476 0.7983193
##  [3039] 0.7984190 0.8235908 0.8271474 0.8226333 0.7707442 0.7709790 0.7772848
##  [3046] 0.9204545 0.9215686 0.9276703 0.9341963 0.9269663 0.9270239 0.8515008
##  [3053] 0.8486352 0.8456592 0.9179687 0.9245742 0.9280303 0.9081134 0.9200317
##  [3060] 0.9159964 0.9262153 0.9303849 0.9210740 0.8655713 0.8552301 0.8543614
##  [3067] 0.9273671 0.9376658 0.9292649 0.7991218 0.8125000 0.8296060 0.8464696
##  [3074] 0.8392256 0.8574409 0.9328185 0.9359080 0.9277372 0.8971088 0.9099678
##  [3081] 0.9018492 0.8318099 0.8438095 0.8362676 0.9094650 0.9218487 0.9095520
##  [3088] 0.7841021 0.7837838 0.7931937 0.8796296 0.8661710 0.8764783 0.8921002
##  [3095] 0.8979809 0.8926499 0.8602230 0.8631805 0.8598775 0.8888889 0.8608187
##  [3102] 0.8618654 0.7866667 0.7982955 0.8017335 0.9009146 0.9003922 0.9004082
##  [3109] 0.7511111 0.7672872 0.8680556 0.8567073 0.8602431 0.8994152 0.8906692
##  [3116] 0.9030755 0.8596112 0.8597450 0.8711770 0.9351199 0.9300000 0.9405099
##  [3123] 0.9414286 0.9126344 0.9378453 0.8494289 0.8534031 0.8683314 0.8625255
##  [3130] 0.8650875 0.8549784 0.8271865 0.8286015 0.8423154 0.8451688 0.8440047
##  [3137] 0.8443038 0.7956204 0.8115468 0.8160920 0.9488055 0.9472222 0.9418494
##  [3144] 0.8051643 0.8240741 0.7934337 0.7918314 0.7983871 0.7831325 0.8154122
##  [3151] 0.8239700 0.7752976 0.8071979 0.8196126 0.8080537 0.9224063 0.9207048
##  [3158] 0.9286321 0.8974820 0.8941704 0.9150090 0.8078212 0.7946128 0.8000000
##  [3165] 0.8416752 0.8412060 0.8534972 0.9297101 0.9294118 0.9298246 0.9172767
##  [3172] 0.9080911 0.9025765 0.7829181 0.7917647 0.7775306 0.8173302 0.8084337
##  [3179] 0.8056931 0.8224799 0.8130755 0.8126177 0.9301435 0.9305284 0.9366391
##  [3186] 0.9312883 0.9432535 0.9298701 0.8444252 0.8482385 0.8460192 0.9263158
##  [3193] 0.9227528 0.9139466 0.9224138 0.9231434 0.9159248 0.9443921 0.9459220
##  [3200] 0.9394737 0.8702659 0.8668478 0.8669456 0.9274924 0.9312500 0.9279869
##  [3207] 0.8285372 0.8402490 0.8514620 0.8396396 0.8400735 0.8491704 0.9396479
##  [3214] 0.9425494 0.9429242 0.9124424 0.9122037 0.9140030 0.8424726 0.8416051
##  [3221] 0.8457854 0.9185318 0.9302752 0.9128823 0.8312500 0.8348624 0.8282387
##  [3228] 0.8972810 0.8760563 0.8801214 0.8998935 0.8968825 0.8958110 0.8735084
##  [3235] 0.8674884 0.8818256 0.8863329 0.8512064 0.8766578 0.7673831 0.7899160
##  [3242] 0.7805179 0.9022370 0.9073129 0.9105403 0.7540984 0.8522238 0.8603696
##  [3249] 0.8583993 0.9100992 0.8891013 0.9109653 0.8647764 0.8754545 0.8682973
##  [3256] 0.9352518 0.9300292 0.9299270 0.9323529 0.9108368 0.9380282 0.8626431
##  [3263] 0.8667366 0.8594657 0.8697436 0.8617801 0.8625954 0.8306709 0.8245989
##  [3270] 0.8434343 0.8505882 0.8627907 0.8516624 0.8007380 0.8162816 0.8243954
##  [3277] 0.9553648 0.9562791 0.9501438 0.8073722 0.8284182 0.7924791 0.7744565
##  [3284] 0.8032596 0.7851038 0.8254545 0.8073930 0.7794562 0.8096480 0.8206388
##  [3291] 0.8041096 0.9232804 0.9186774 0.9323051 0.8970856 0.9036904 0.9128440
##  [3298] 0.8099548 0.8101124 0.8006431 0.8428128 0.8539778 0.8513902 0.9305048
##  [3305] 0.9302153 0.9275568 0.9195572 0.9130435 0.9163987 0.7833935 0.7865707
##  [3312] 0.7874720 0.8083832 0.8049080 0.8020177 0.8379341 0.8333333 0.8189573
##  [3319] 0.9342995 0.9326733 0.9367442 0.9339975 0.9366925 0.9369251 0.8504348
##  [3326] 0.8450962 0.8511013 0.9179567 0.9069767 0.9169184 0.9270153 0.9249564
##  [3333] 0.9222333 0.9395393 0.9470852 0.9480176 0.8769231 0.8681319 0.8738436
##  [3340] 0.9274691 0.9244373 0.9351082 0.8311057 0.8474399 0.8556213 0.8427273
##  [3347] 0.8421541 0.8681648 0.9442568 0.9465580 0.9447514 0.9162791 0.9206349
##  [3354] 0.9171779 0.8377282 0.8501594 0.8424125 0.9203620 0.9312906 0.9217877
##  [3361] 0.8347368 0.8262227 0.8261516 0.8862928 0.8782235 0.8773292 0.9018339
##  [3368] 0.8922889 0.8989130 0.8728882 0.8773148 0.8785124 0.8683473 0.8590786
##  [3375] 0.8602740 0.7596899 0.7787325 0.7794486 0.9146645 0.9200680 0.9151786
##  [3382] 0.8593548 0.8486017 0.8425461 0.9051627 0.8973451 0.9070175 0.8659274
##  [3389] 0.8552860 0.8610619 0.9435897 0.9321149 0.9361979 0.9411765 0.9213759
##  [3396] 0.9378961 0.8505859 0.8588235 0.8635394 0.8736942 0.8718690 0.8718719
##  [3403] 0.8308605 0.8181818 0.8405660 0.8676628 0.8531317 0.8528037 0.8060879
##  [3410] 0.8065844 0.8157635 0.9482619 0.9467249 0.9416517 0.8171926 0.8274174
##  [3417] 0.8127341 0.7916667 0.7873501 0.7957589 0.8357257 0.8402662 0.7764060
##  [3424] 0.8256773 0.8361204 0.8272059 0.9179104 0.9116905 0.9204545 0.9053254
##  [3431] 0.9031171 0.9153846 0.7978836 0.7981073 0.8112648 0.8309038 0.8536585
##  [3438] 0.8429603 0.9278779 0.9275668 0.9222448 0.9129213 0.9103809 0.9135053
##  [3445] 0.7792642 0.7995619 0.8020513 0.8142857 0.8085586 0.8087558 0.8258664
##  [3452] 0.8323302 0.8240495 0.9238441 0.9260628 0.9283843 0.9438202 0.9428904
##  [3459] 0.9330944 0.8351284 0.8333333 0.8384937 0.9244505 0.9198966 0.9219381
##  [3466] 0.9202020 0.9177632 0.9232902 0.9431111 0.9410774 0.9394191 0.8588053
##  [3473] 0.8501742 0.8597756 0.9343365 0.9303977 0.9368576 0.8247191 0.8520309
##  [3480] 0.8551198 0.8509738 0.8345009 0.8442029 0.9378981 0.9414261 0.9347826
##  [3487] 0.9110724 0.9109076 0.9127907 0.8385269 0.8409543 0.8543165 0.9150382
##  [3494] 0.9335060 0.9162304 0.8300589 0.8175610 0.8189189 0.8840782 0.8783959
##  [3501] 0.8713287 0.9067460 0.8974359 0.9019019 0.8775510 0.8658806 0.8759750
##  [3508] 0.8737374 0.8651961 0.8663366 0.7775176 0.7862823 0.7754630 0.9117877
##  [3515] 0.9106999 0.9056445 0.7897092 0.8041431 0.9066587 0.8860511 0.8849558
##  [3522] 0.8152047 0.8430622 0.8412229 0.9146341 0.9020218 0.9170507 0.9144635
##  [3529] 0.8994253 0.9131737 0.8411317 0.8258929 0.8308824 0.8646934 0.8697972
##  [3536] 0.8684504 0.8784067 0.8726316 0.8852295 0.8661888 0.8622754 0.8612565
##  [3543] 0.8437118 0.8533917 0.8610240 0.9268953 0.9285015 0.9211325 0.8636364
##  [3550] 0.8644295 0.8569482 0.8619792 0.8610478 0.8569740 0.8763636 0.8706564
##  [3557] 0.8495575 0.8668374 0.8606357 0.8672922 0.9024839 0.9055556 0.9066427
##  [3564] 0.8923221 0.8857678 0.9001901 0.8363636 0.8337104 0.8479409 0.8230852
##  [3571] 0.8278775 0.8381331 0.9095057 0.9172414 0.9126926 0.9137670 0.9084279
##  [3578] 0.9036545 0.8778539 0.8754286 0.8729989 0.8676815 0.8697730 0.8645320
##  [3585] 0.8618538 0.8641750 0.8711770 0.9019408 0.9096573 0.9068627 0.9162304
##  [3592] 0.9064649 0.9182825 0.8911740 0.8800000 0.8865620 0.8945634 0.8946565
##  [3599] 0.8922830 0.8987342 0.9044586 0.9008351 0.9099190 0.9219191 0.9143389
##  [3606] 0.8512257 0.8429119 0.8500000 0.9136808 0.8986254 0.9090909 0.7932817
##  [3613] 0.8225630 0.8233083 0.8733032 0.8785649 0.8965774 0.9147425 0.9200761
##  [3620] 0.9199670 0.8971872 0.9077626 0.9102362 0.8438469 0.8314856 0.8495050
##  [3627] 0.9071295 0.9118217 0.9050388 0.8297180 0.8359788 0.8093750 0.7968476
##  [3634] 0.8034865 0.8119658 0.8863892 0.8785166 0.8932584 0.8471872 0.8473344
##  [3641] 0.8533218 0.8629738 0.8615385 0.8530670 0.8634146 0.8637295 0.8602410
##  [3648] 0.8900433 0.8969805 0.8958140 0.7559055 0.8736897 0.8727557 0.8762646
##  [3655] 0.8102518 0.8076923 0.8043478 0.9309623 0.9110397 0.9304531 0.9344609
##  [3662] 0.9087221 0.9230769 0.8197425 0.8207792 0.8175865 0.8552523 0.8582152
##  [3669] 0.8607051 0.8576159 0.8443515 0.8665608 0.8512774 0.8566243 0.8599034
##  [3676] 0.8382625 0.8363325 0.8391376 0.9223580 0.9216590 0.9233776 0.8339383
##  [3683] 0.8666667 0.8521479 0.8369352 0.8437776 0.8432971 0.8978622 0.9031863
##  [3690] 0.8562434 0.8531670 0.8657534 0.8598223 0.8883136 0.8907063 0.8959538
##  [3697] 0.8697956 0.8687783 0.8835616 0.8184234 0.8153710 0.8256496 0.7994859
##  [3704] 0.8117155 0.8016194 0.8975980 0.9004467 0.8992629 0.8949367 0.8849260
##  [3711] 0.8941655 0.8516874 0.8589065 0.8491997 0.8464318 0.8445262 0.8571429
##  [3718] 0.8305085 0.8300752 0.8353659 0.9051383 0.9076305 0.9030023 0.9223485
##  [3725] 0.9113300 0.9079079 0.8607955 0.8526786 0.8532176 0.9087875 0.9161426
##  [3732] 0.9105780 0.8982609 0.8892150 0.8990307 0.9121569 0.9174721 0.9017857
##  [3739] 0.8018665 0.8000000 0.8141917 0.9228225 0.9131429 0.9241540 0.7803922
##  [3746] 0.7903930 0.8104762 0.8540899 0.8486446 0.8601399 0.9173145 0.9159790
##  [3753] 0.9068197 0.8894858 0.8942731 0.8978530 0.8159204 0.8169991 0.7914614
##  [3760] 0.8943028 0.9069413 0.8957055 0.8178723 0.8030560 0.8322440 0.8566514
##  [3767] 0.8398693 0.8394919 0.8812392 0.8896165 0.8845823 0.8038380 0.8151432
##  [3774] 0.8140376 0.8809035 0.8703518 0.8678862 0.8414179 0.8359311 0.8519196
##  [3781] 0.8820225 0.8769899 0.8820015 0.8549731 0.8619247 0.8690229 0.8149020
##  [3788] 0.8046218 0.8007168 0.9348592 0.9230769 0.9391534 0.9387755 0.9112834
##  [3795] 0.9281961 0.8168055 0.8149847 0.8242915 0.8550619 0.8526161 0.8581132
##  [3802] 0.8546384 0.8386380 0.8529830 0.8442492 0.8480509 0.8494533 0.8412189
##  [3809] 0.8332075 0.8332109 0.9031209 0.9088417 0.9116829 0.8281623 0.8629442
##  [3816] 0.8513746 0.8489933 0.8378588 0.8428120 0.9048086 0.9027356 0.8650089
##  [3823] 0.8617284 0.8504823 0.8637902 0.8793903 0.8770053 0.8798956 0.8733244
##  [3830] 0.8724115 0.8847709 0.8164852 0.8035994 0.8016591 0.7980333 0.8106509
##  [3837] 0.7965368 0.8793503 0.8953757 0.8919978 0.8807870 0.8722494 0.8798521
##  [3844] 0.8402506 0.8493789 0.8350825 0.8261218 0.8354839 0.8436482 0.8150868
##  [3851] 0.8271688 0.8238520 0.8930331 0.8934954 0.8959617 0.9254457 0.9216013
##  [3858] 0.9197635 0.8378729 0.8420348 0.8382449 0.9145775 0.9157054 0.9218892
##  [3865] 0.8876147 0.8839344 0.8976546 0.9009072 0.9076412 0.8987426 0.7980583
##  [3872] 0.8019663 0.7996019 0.9252768 0.9274953 0.9275362 0.8076603 0.7890685
##  [3879] 0.8278956 0.8364486 0.8255814 0.8278107 0.8953115 0.9040268 0.8948012
##  [3886] 0.8816689 0.8825858 0.8757467 0.8073801 0.8143621 0.7997108 0.8816409
##  [3893] 0.8980286 0.8879781 0.8071104 0.8110119 0.8472095 0.8616715 0.8430286
##  [3900] 0.8572797 0.8761329 0.8875405 0.8790627 0.7866407 0.7908291 0.8019672
##  [3907] 0.8779631 0.8738197 0.8658537 0.8421053 0.8321221 0.8401606 0.8691233
##  [3914] 0.8737864 0.8721553 0.7899945 0.7826327 0.8726287 0.8429080 0.8607724
##  [3921] 0.8998145 0.8960149 0.8973242 0.9044072 0.8795844 0.8966154 0.8647497
##  [3928] 0.8650241 0.8858875 0.8072423 0.7995483 0.8000000 0.8578300 0.8609483
##  [3935] 0.8666321 0.8686869 0.8636620 0.8705539 0.8829728 0.8850817 0.8898610
##  [3942] 0.8781701 0.8837810 0.8756586 0.8521641 0.8780059 0.8781636 0.9027699
##  [3949] 0.8940610 0.8915531 0.9382483 0.9403464 0.9103245 0.8762234 0.8725324
##  [3956] 0.8818713 0.8671679 0.8629929 0.8609172 0.8050982 0.8214099 0.8214096
##  [3963] 0.8788204 0.8690027 0.8695652 0.8689727 0.8755165 0.8586735 0.8642144
##  [3970] 0.8670626 0.8696231 0.8581204 0.8640000 0.8490839 0.8803932 0.8724574
##  [3977] 0.8689398 0.8787211 0.8659155 0.8781726 0.8643411 0.8706055 0.8765978
##  [3984] 0.8702532 0.8715352 0.8664935 0.8773697 0.8843619 0.8793208 0.8544396
##  [3991] 0.8545092 0.8452440 0.9013906 0.8978462 0.8942065 0.8817680 0.8662007
##  [3998] 0.8753316 0.8792473 0.8755081 0.8756294 0.8458611 0.8422392 0.8439475
##  [4005] 0.9066835 0.9058296 0.9097403 0.8833705 0.8714436 0.8892580 0.8185999
##  [4012] 0.8234689 0.8033787 0.8888350 0.8833671 0.8717949 0.8691637 0.8628141
##  [4019] 0.8492958 0.8457475 0.8535135 0.8360313 0.8641221 0.8854962 0.8710175
##  [4026] 0.8734908 0.8731149 0.9047904 0.9192853 0.9102871 0.9170252 0.8747265
##  [4033] 0.8935686 0.8756164 0.8414055 0.8383791 0.8464131 0.8703364 0.8509469
##  [4040] 0.8514426 0.8869710 0.8731227 0.8896856 0.7947665 0.7923640 0.7940075
##  [4047] 0.7407407 0.8560732 0.8599419 0.8723404 0.8562300 0.8353326 0.8636848
##  [4054] 0.8540541 0.8322981 0.8450106 0.8528939 0.8569119 0.8645384 0.7861369
##  [4061] 0.7707612 0.7803366 0.8750982 0.8689818 0.8879699 0.8428950 0.8521435
##  [4068] 0.8571429 0.8802395 0.8773885 0.8873563 0.8695335 0.8765432 0.8595371
##  [4075] 0.8363795 0.8560606 0.8496169 0.8954424 0.9007264 0.8998344 0.9207048
##  [4082] 0.9139908 0.8923375 0.8735321 0.8649123 0.8634652 0.8666181 0.8638705
##  [4089] 0.8665710 0.7995338 0.8033924 0.7963550 0.8813559 0.8775181 0.8797224
##  [4096] 0.8657299 0.8780488 0.8660252 0.8782011 0.8815375 0.8837772 0.8776529
##  [4103] 0.8786089 0.8581127 0.8697479 0.8764608 0.8763867 0.8698980 0.8536372
##  [4110] 0.8667255 0.8789330 0.8940853 0.8881070 0.8586180 0.8676824 0.8664620
##  [4117] 0.8298918 0.8441558 0.8179938 0.8719346 0.8814035 0.8695652 0.8419283
##  [4124] 0.8556375 0.8437844 0.8599827 0.8652174 0.8778747 0.8597464 0.8788104
##  [4131] 0.8764706 0.8579960 0.8556851 0.8611300 0.8566667 0.8510882 0.8621495
##  [4138] 0.8740226 0.8613312 0.8745675 0.8201175 0.8332103 0.8374291 0.8821454
##  [4145] 0.8836689 0.8663501 0.8686792 0.8791367 0.8728212 0.8571429 0.8571429
##  [4152] 0.8549962 0.8730627 0.8724374 0.8781955 0.8724570 0.8719136 0.8793619
##  [4159] 0.9004193 0.8896620 0.9012474 0.8695652 0.8787330 0.8671152 0.8562953
##  [4166] 0.8634053 0.8666220 0.8141225 0.8060914 0.7954545 0.8854436 0.8864497
##  [4173] 0.8839590 0.7822222 0.7661538 0.7696585 0.8551207 0.8714080 0.8648449
##  [4180] 0.8275109 0.8315098 0.8439870 0.8338834 0.8188482 0.8413206 0.8574860
##  [4187] 0.8569119 0.8635579 0.7932773 0.7906383 0.7846425 0.8829953 0.8743126
##  [4194] 0.8929641 0.8619792 0.8571429 0.8645161 0.8906780 0.8949843 0.8966565
##  [4201] 0.8536585 0.8642746 0.8485093 0.8553082 0.8528015 0.8648393 0.9071618
##  [4208] 0.9086538 0.9052718 0.9159292 0.9189498 0.9040307 0.8836168 0.8854436
##  [4215] 0.8782528 0.8674436 0.8655400 0.8633094 0.7815457 0.7978311 0.7973080
##  [4222] 0.8929712 0.8847078 0.8865900 0.8823077 0.8848485 0.8718704 0.8823895
##  [4229] 0.8885410 0.8797084 0.8755472 0.8808120 0.8619756 0.8920923 0.8857616
##  [4236] 0.8852201 0.8775338 0.8516242 0.8717047 0.8933153 0.9038855 0.8997214
##  [4243] 0.8531524 0.8520325 0.8397486 0.8052209 0.8277609 0.8031414 0.8878442
##  [4250] 0.8868715 0.8849558 0.8340858 0.8347639 0.8335183 0.8580087 0.8619186
##  [4257] 0.8743039 0.8579365 0.8610272 0.8673091 0.8655241 0.8565186 0.8771812
##  [4264] 0.8425197 0.8418014 0.8554642 0.8700959 0.8631329 0.8686957 0.8380333
##  [4271] 0.8375000 0.8418079 0.8693790 0.8811659 0.8632653 0.8720843 0.8742775
##  [4278] 0.8706339 0.8641596 0.8580645 0.8567142 0.8595967 0.8724374 0.8645358
##  [4285] 0.8872587 0.8957704 0.8871287 0.8981092 0.8807615 0.8908709 0.8705096
##  [4292] 0.8766999 0.8690176 0.8608011 0.8677215 0.8749168 0.8238929 0.7913669
##  [4299] 0.8041026 0.8921233 0.9030574 0.8989899 0.7749627 0.7613900 0.7822327
##  [4306] 0.8065844 0.7979626 0.9071101 0.8962704 0.9188571 0.9182028 0.8872928
##  [4313] 0.9073446 0.7907407 0.8005566 0.7855691 0.8424296 0.8403211 0.8413284
##  [4320] 0.8560209 0.8581375 0.8607383 0.8344760 0.8470474 0.8402923 0.8477207
##  [4327] 0.8572695 0.8672340 0.9075630 0.9093137 0.9090909 0.8352490 0.8521647
##  [4334] 0.8449198 0.8493292 0.8541090 0.8657277 0.8901809 0.8852901 0.8579418
##  [4341] 0.8626263 0.8544922 0.8556375 0.8788116 0.8777603 0.8819923 0.8562249
##  [4348] 0.8552000 0.8725806 0.8341014 0.8222222 0.8366812 0.7956600 0.8107394
##  [4355] 0.8122896 0.8914626 0.8891874 0.8905344 0.8849734 0.8753541 0.8753602
##  [4362] 0.8571429 0.8583411 0.8542403 0.8451243 0.8362745 0.8575639 0.8517398
##  [4369] 0.8535081 0.8511811 0.8856901 0.8975235 0.8885246 0.9035897 0.9013786
##  [4376] 0.8975189 0.8671587 0.8634259 0.8602554 0.8945455 0.8869666 0.8954869
##  [4383] 0.8676749 0.8789760 0.8844828 0.8989140 0.9070134 0.8999218 0.7987988
##  [4390] 0.7874477 0.8061538 0.9033816 0.8988764 0.9133758 0.8238238 0.8176101
##  [4397] 0.8293651 0.8516229 0.8522013 0.8552457 0.9016517 0.9088025 0.8960114
##  [4404] 0.8741830 0.8747063 0.8816242 0.8078947 0.8053506 0.7967410 0.8814638
##  [4411] 0.8883456 0.8826406 0.8551605 0.8379549 0.8391204 0.8457711 0.8445476
##  [4418] 0.8300000 0.8664825 0.8808809 0.8762603 0.8114875 0.8025844 0.8115064
##  [4425] 0.8680710 0.8545060 0.8465784 0.8488714 0.8530161 0.8597502 0.8676580
##  [4432] 0.8688024 0.8684628 0.7806354 0.9271709 0.9103908 0.9195837 0.9190476
##  [4439] 0.8983516 0.9079812 0.7955092 0.7904143 0.8121264 0.8456837 0.8412084
##  [4446] 0.8411812 0.8478593 0.8470948 0.8505917 0.8469218 0.8527709 0.8319929
##  [4453] 0.8447412 0.8550501 0.8578908 0.9094567 0.9087669 0.9148629 0.8320926
##  [4460] 0.8605684 0.8556054 0.8678756 0.8577107 0.8631579 0.9089969 0.9139214
##  [4467] 0.8657968 0.8504348 0.8629568 0.8664898 0.8711911 0.8709902 0.8733833
##  [4474] 0.8575458 0.8701389 0.8727016 0.8312000 0.8227747 0.8255188 0.7968504
##  [4481] 0.8199847 0.8025335 0.8829851 0.8922156 0.8868910 0.8777711 0.8737374
##  [4488] 0.8708226 0.8520614 0.8567981 0.8603053 0.8510638 0.8378151 0.8579832
##  [4495] 0.8481183 0.8448868 0.8458856 0.8849558 0.8927774 0.8882521 0.9113597
##  [4502] 0.9135802 0.9105546 0.8551587 0.8465791 0.8354861 0.8997021 0.9026465
##  [4509] 0.9078565 0.8839071 0.8752570 0.8888889 0.9005084 0.9052559 0.8944828
##  [4516] 0.7782313 0.7832840 0.7953136 0.9123153 0.9176707 0.9152017 0.8201377
##  [4523] 0.8159749 0.8397976 0.8415978 0.8329810 0.8335358 0.9020516 0.9045296
##  [4530] 0.8956357 0.8732999 0.8768913 0.8597370 0.8029253 0.7995169 0.7904690
##  [4537] 0.8797203 0.8998590 0.8791130 0.8400918 0.8373676 0.8515326 0.8634985
##  [4544] 0.8505304 0.8554095 0.8719368 0.8807496 0.8705322 0.7819650 0.7856678
##  [4551] 0.7928913 0.8741906 0.8533456 0.8656307 0.8601166 0.8522643 0.8579686
##  [4558] 0.8532355 0.8723976 0.8571429 0.9299424 0.9116781 0.9232264 0.9227006
##  [4565] 0.9054307 0.9216810 0.7877787 0.7752525 0.7991150 0.8594595 0.8451817
##  [4572] 0.8443358 0.8501171 0.8520249 0.8493565 0.8532655 0.8533898 0.8490054
##  [4579] 0.8500852 0.8565800 0.8550613 0.9103354 0.9144307 0.9143279 0.8371308
##  [4586] 0.8593607 0.8521257 0.8648889 0.8490566 0.8564274 0.8926247 0.9046563
##  [4593] 0.8646833 0.8500000 0.8471503 0.8633880 0.8854749 0.8822285 0.8851444
##  [4600] 0.8687589 0.8694109 0.8760807 0.8293683 0.8050000 0.8171021 0.8019246
##  [4607] 0.8011094 0.7955590 0.8866667 0.8947048 0.8879056 0.8772894 0.8789238
##  [4614] 0.8767927 0.8545455 0.8574959 0.8502758 0.8487395 0.8460222 0.8557858
##  [4621] 0.8437715 0.8484637 0.8568406 0.8978374 0.8967350 0.8968023 0.9201754
##  [4628] 0.9187726 0.9107636 0.8533784 0.8574423 0.8500000 0.9107505 0.9100580
##  [4635] 0.9036145 0.8916055 0.8824757 0.8800000 0.9020772 0.9083862 0.8880227
##  [4642] 0.7923235 0.7804693 0.7895480 0.9180991 0.9181347 0.9225053 0.8115556
##  [4649] 0.8176000 0.8258968 0.8435088 0.8414286 0.8422345 0.9042481 0.9138418
##  [4656] 0.9025641 0.8791849 0.8763176 0.8761006 0.8042453 0.7928749 0.7970792
##  [4663] 0.8751793 0.9021583 0.8875181 0.8403756 0.8294393 0.8465347 0.8645833
##  [4670] 0.8477612 0.8514644 0.8738884 0.8859878 0.8678630 0.7918367 0.7944664
##  [4677] 0.7972222 0.8711832 0.8668529 0.8559242 0.8521066 0.8484387 0.8587140
##  [4684] 0.8691275 0.8763661 0.8691323 0.7765152 0.7898687 0.7916667 0.7931624
##  [4691] 0.8064516 0.9135135 0.9170306 0.9057528 0.8619529 0.8504028 0.8549161
##  [4698] 0.9255319 0.9267516 0.9344758 0.9024691 0.9052891 0.8934426 0.9402628
##  [4705] 0.9433155 0.9425051 0.8931373 0.8893663 0.8811111 0.8989170 0.8882603
##  [4712] 0.8950355 0.9442283 0.9485459 0.9404206 0.9289827 0.9219713 0.9364845
##  [4719] 0.9215686 0.9181141 0.9051604 0.9095284 0.9169884 0.9126761 0.8736209
##  [4726] 0.8688689 0.8702369 0.9359823 0.9317932 0.9260417 0.9271592 0.9329268
##  [4733] 0.9306358 0.9373550 0.9295886 0.9340330 0.9374517 0.9346026 0.9165950
##  [4740] 0.9304751 0.9268293 0.9324759 0.9150718 0.8938826 0.9170854 0.9508621
##  [4747] 0.9485816 0.9520362 0.8894967 0.8938547 0.8929696 0.7924528 0.8029316
##  [4754] 0.8003328 0.9371232 0.9247706 0.9276896 0.7996071 0.8121646 0.8264925
##  [4761] 0.8857143 0.9197356 0.9087912 0.8981582 0.8974619 0.9092702 0.9299835
##  [4768] 0.9230769 0.9335038 0.8213592 0.7971014 0.8129032 0.9196539 0.9155983
##  [4775] 0.9039900 0.9128440 0.9096896 0.9153963 0.9170550 0.9195980 0.9157986
##  [4782] 0.9186747 0.9222011 0.9322581 0.9258883 0.9172113 0.9196078 0.9102564
##  [4789] 0.9108607 0.9191919 0.9318658 0.9376915 0.9048362 0.9019264 0.9037855
##  [4796] 0.9032815 0.9045936 0.9018817 0.9091981 0.9272876 0.9320312 0.9327166
##  [4803] 0.8480000 0.8558422 0.8447205 0.9352869 0.9457286 0.9389222 0.8799267
##  [4810] 0.8656430 0.8730000 0.7735125 0.7961905 0.7972509 0.7912088 0.8924612
##  [4817] 0.8970917 0.8927681 0.8493151 0.8358734 0.8510896 0.9122427 0.9123377
##  [4824] 0.9187243 0.8836915 0.8852459 0.8755245 0.9256098 0.9337676 0.9333333
##  [4831] 0.8870168 0.8801743 0.8676471 0.8805419 0.8728324 0.8764535 0.9312169
##  [4838] 0.9288991 0.9324645 0.9281553 0.9276860 0.9246988 0.8932432 0.9037975
##  [4845] 0.8950355 0.9004878 0.8994083 0.8976077 0.8613660 0.8518897 0.8587866
##  [4852] 0.9199549 0.9108352 0.9130435 0.9118896 0.9158879 0.9144543 0.9211356
##  [4859] 0.9189406 0.9240122 0.9195584 0.9180743 0.9048035 0.9186321 0.9250585
##  [4866] 0.9192140 0.9052248 0.8860759 0.9053708 0.9451220 0.9378938 0.9382488
##  [4873] 0.8738839 0.8702641 0.8732546 0.7904762 0.8127036 0.7819421 0.9228070
##  [4880] 0.9082397 0.9196429 0.7924152 0.8079710 0.8042226 0.8764187 0.9047161
##  [4887] 0.9008909 0.8865639 0.8934426 0.9021956 0.9116162 0.9019231 0.9211438
##  [4894] 0.8099010 0.7995825 0.7947020 0.9136421 0.9138859 0.9018868 0.8971001
##  [4901] 0.9008580 0.9083205 0.9104618 0.9147208 0.9144105 0.9015385 0.8997079
##  [4908] 0.9116433 0.9030240 0.8948546 0.9083665 0.8876518 0.8920335 0.8951194
##  [4915] 0.9246285 0.9284974 0.9022082 0.8910714 0.8814935 0.8767857 0.8854041
##  [4922] 0.8798343 0.8980815 0.9171500 0.9172633 0.9186644 0.8237232 0.8275862
##  [4929] 0.8267091 0.9175000 0.9335378 0.9294404 0.8603561 0.8493151 0.8572885
##  [4936] 0.7794971 0.8051282 0.7773655 0.9175705 0.9140022 0.9049383 0.8659910
##  [4943] 0.8531792 0.8646707 0.9284188 0.9250535 0.9350913 0.9029851 0.9071782
##  [4950] 0.8954608 0.9371981 0.9451613 0.9398964 0.8945813 0.8992497 0.8789238
##  [4957] 0.8926829 0.8934659 0.8860029 0.9409449 0.9421769 0.9399293 0.9403846
##  [4964] 0.9428571 0.9358209 0.9107856 0.9133166 0.9011299 0.9046693 0.9174757
##  [4971] 0.9079696 0.8738648 0.8668012 0.8465608 0.9331104 0.9276974 0.9266247
##  [4978] 0.9254984 0.9269547 0.9322362 0.9353583 0.9308975 0.9352897 0.9338006
##  [4985] 0.9324437 0.9226139 0.9223529 0.9199058 0.9261672 0.9169675 0.9012500
##  [4992] 0.9163498 0.9496528 0.9520000 0.9517304 0.8898678 0.8942632 0.8767417
##  [4999] 0.7977883 0.7886855 0.8000000 0.9339705 0.9262673 0.9281915 0.8133595
##  [5006] 0.8140794 0.8174905 0.9039409 0.9202279 0.9128997 0.8925439 0.9122984
##  [5013] 0.9193707 0.9269103 0.9184834 0.9266609 0.8142292 0.8041667 0.8177874
##  [5020] 0.9229814 0.9230769 0.9113608 0.9062210 0.9059829 0.9132771 0.9175258
##  [5027] 0.9168357 0.9152838 0.9235412 0.9237369 0.9310065 0.9142562 0.9165752
##  [5034] 0.9190523 0.9107143 0.9056995 0.9063786 0.9302326 0.9339525 0.9037855
##  [5041] 0.8928571 0.8992000 0.8963093 0.9051008 0.9009498 0.9058403 0.9268694
##  [5048] 0.9350039 0.9341216 0.8349673 0.8454405 0.8393701 0.9320988 0.9399797
##  [5055] 0.9306569 0.8739574 0.8647343 0.8732394 0.7752212 0.7858473 0.9169399
##  [5062] 0.9157428 0.9054726 0.8674972 0.8533178 0.8524390 0.9220779 0.9268030
##  [5069] 0.9378819 0.9035088 0.9118012 0.8975069 0.9379562 0.9481641 0.9405631
##  [5076] 0.9047151 0.9114194 0.8842697 0.8958333 0.8860029 0.9008621 0.9361702
##  [5083] 0.9368542 0.9381688 0.9395712 0.9331942 0.9319213 0.9157754 0.9221106
##  [5090] 0.9048295 0.9082927 0.9147894 0.9156398 0.8741117 0.8681542 0.8611987
##  [5097] 0.9337823 0.9259259 0.9283456 0.9192349 0.9385246 0.9348882 0.9333333
##  [5104] 0.9296563 0.9292776 0.9300864 0.9275484 0.9193408 0.9318449 0.9192399
##  [5111] 0.9279476 0.9214976 0.9045226 0.9142125 0.9520906 0.9545049 0.9523810
##  [5118] 0.9024123 0.8971751 0.8854390 0.7993631 0.7902685 0.8097643 0.9382071
##  [5125] 0.9267841 0.9239033 0.7816327 0.8203267 0.8058252 0.9031056 0.9145053
##  [5132] 0.9097996 0.8917127 0.9061224 0.9145129 0.9300583 0.9240987 0.9317789
##  [5139] 0.8187251 0.8037975 0.8123620 0.9223058 0.9259657 0.9160401 0.9025305
##  [5146] 0.9074427 0.9144838 0.9159585 0.9140225 0.9147627 0.9108607 0.9201155
##  [5153] 0.9226974 0.9226006 0.9123196 0.9109109 0.9090000 0.9084287 0.9124614
##  [5160] 0.9297125 0.9345794 0.8974359 0.8935018 0.8980583 0.8969805 0.9043062
##  [5167] 0.8831711 0.9063625 0.9264463 0.9312796 0.9291809 0.8445172 0.8437500
##  [5174] 0.8485804 0.9288390 0.9438776 0.9339853 0.8814815 0.8660194 0.8665988
##  [5181] 0.8000000 0.8876050 0.8812834 0.8860165 0.8340611 0.8181818 0.8240093
##  [5188] 0.9030928 0.9088115 0.9118511 0.8800475 0.8788599 0.8705882 0.9121387
##  [5195] 0.9190871 0.9160000 0.8923221 0.8875256 0.8855042 0.8666667 0.8648649
##  [5202] 0.8573388 0.9230769 0.9219089 0.9214366 0.9244288 0.9136961 0.9129213
##  [5209] 0.8845178 0.8936679 0.8783422 0.8958140 0.8978444 0.8961749 0.8403941
##  [5216] 0.8571429 0.8603960 0.9170213 0.9060832 0.9106426 0.9051463 0.9036743
##  [5223] 0.9070423 0.9090909 0.9093023 0.9123066 0.9058914 0.9088690 0.9013378
##  [5230] 0.9034792 0.8986486 0.9085239 0.8877315 0.8769415 0.8883495 0.9292334
##  [5237] 0.9310345 0.9236234 0.8771008 0.8846154 0.8820565 0.8017493 0.8045455
##  [5244] 0.7984496 0.9149115 0.9073084 0.9070568 0.8039568 0.8151815 0.7868561
##  [5251] 0.8772137 0.8917669 0.8861702 0.8855359 0.9006750 0.8994307 0.9035656
##  [5258] 0.8972477 0.9061190 0.8132855 0.8152985 0.8070866 0.8939213 0.8990731
##  [5265] 0.8997642 0.8777174 0.8809963 0.8911411 0.9045045 0.9070668 0.9087102
##  [5272] 0.8944282 0.8919926 0.9028662 0.8857715 0.8815368 0.8895293 0.8909091
##  [5279] 0.8984221 0.9012708 0.9150657 0.9168317 0.8833087 0.8872549 0.8854167
##  [5286] 0.8778502 0.8741419 0.8688312 0.8798627 0.9055244 0.9102761 0.9102142
##  [5293] 0.8110599 0.7994056 0.7945619 0.9118684 0.9217986 0.9120370 0.8514851
##  [5300] 0.8328612 0.8421569 0.9124867 0.9100758 0.9007264 0.8728070 0.8488636
##  [5307] 0.8600000 0.9311065 0.9221872 0.9343284 0.9120482 0.9134615 0.8969210
##  [5314] 0.9387515 0.9419219 0.9411765 0.8967181 0.8910053 0.8780220 0.8940476
##  [5321] 0.8826816 0.8862360 0.9438776 0.9400000 0.9377163 0.9426987 0.9431373
##  [5328] 0.9393064 0.9132124 0.9181929 0.9069767 0.9117647 0.9118774 0.9107807
##  [5335] 0.8742574 0.8684471 0.8674822 0.9299781 0.9281828 0.9260021 0.9215686
##  [5342] 0.9230769 0.9305423 0.9314858 0.9295223 0.9339272 0.9307692 0.9318555
##  [5349] 0.9212532 0.9291429 0.9280000 0.9312169 0.9126328 0.9064399 0.9171817
##  [5356] 0.9523404 0.9519651 0.9488789 0.8875676 0.8954895 0.8910788 0.8151515
##  [5363] 0.8111111 0.8068182 0.9360614 0.9276673 0.9295039 0.8095238 0.8105263
##  [5370] 0.8180147 0.8917275 0.9197761 0.9137001 0.8902045 0.9130435 0.9115646
##  [5377] 0.9272876 0.9150327 0.9288738 0.8011583 0.8100000 0.8109244 0.9183922
##  [5384] 0.9168421 0.9056373 0.9050228 0.9088372 0.9154717 0.9111111 0.9120879
##  [5391] 0.9074394 0.9165839 0.9242283 0.9261637 0.9149798 0.9090909 0.9143969
##  [5398] 0.9072266 0.9054878 0.9116466 0.9295337 0.9364279 0.8984615 0.8910035
##  [5405] 0.8904538 0.8886986 0.8997669 0.8964143 0.9043174 0.9246353 0.9269619
##  [5412] 0.9245599 0.8531250 0.8433735 0.8567119 0.9376499 0.9433400 0.9424207
##  [5419] 0.8763636 0.8641975 0.8702970 0.7705667 0.7762512 0.8356048 0.8304498
##  [5426] 0.8247978 0.8340462 0.8450466 0.8508557 0.8392523 0.8372311 0.8346693
##  [5433] 0.8301887 0.8459552 0.8436455 0.9110948 0.9138606 0.9102564 0.8237477
##  [5440] 0.8448276 0.8460754 0.8525074 0.8547387 0.8586957 0.8849449 0.8886076
##  [5447] 0.8437500 0.8371175 0.8454288 0.8516650 0.8750946 0.8749047 0.8815692
##  [5454] 0.8558140 0.8583526 0.8707165 0.8188341 0.8189117 0.8170940 0.7975673
##  [5461] 0.8089983 0.8008197 0.8836458 0.8813115 0.8722999 0.8662295 0.8674033
##  [5468] 0.8696566 0.8462929 0.8547085 0.8479932 0.8503650 0.8442164 0.8548539
##  [5475] 0.8353116 0.8411145 0.8350039 0.8850856 0.8973727 0.8930818 0.9084713
##  [5482] 0.9010101 0.9040816 0.8483309 0.8525207 0.8471712 0.8944954 0.8981582
##  [5489] 0.8966292 0.8728584 0.8735892 0.8866832 0.9004815 0.9032012 0.8972033
##  [5496] 0.8037654 0.7904915 0.7939850 0.9041096 0.9024677 0.9135654 0.8167792
##  [5503] 0.8227194 0.8344371 0.8366112 0.8493151 0.8414873 0.9029689 0.9057471
##  [5510] 0.8951724 0.8659794 0.8719697 0.8653586 0.7898799 0.7886691 0.7925311
##  [5517] 0.8793236 0.8902821 0.8804091 0.8363020 0.8343096 0.8368247 0.8604651
##  [5524] 0.8458150 0.8417351 0.8544643 0.8760807 0.8609626 0.8014388 0.7946741
##  [5531] 0.7958426 0.8705263 0.8371849 0.8440464 0.8399621 0.8413223 0.8485130
##  [5538] 0.8603473 0.8587361 0.8615385 0.7721393 0.8387650 0.8436960 0.8301716
##  [5545] 0.8500852 0.8579882 0.8623779 0.8438382 0.8493920 0.8383838 0.8424528
##  [5552] 0.8502165 0.8573812 0.9134615 0.9189614 0.9198075 0.8182674 0.8486708
##  [5559] 0.8428128 0.8505976 0.8550984 0.8528059 0.8844720 0.8910256 0.8552916
##  [5566] 0.8419483 0.8446139 0.8449692 0.8823976 0.8822630 0.8887240 0.8632479
##  [5573] 0.8692308 0.8782201 0.8367529 0.8252688 0.8312020 0.7941953 0.7986171
##  [5580] 0.8016529 0.8913325 0.8898361 0.8862200 0.8791639 0.8871409 0.8811189
##  [5587] 0.8486782 0.8488160 0.8512468 0.8389199 0.8368121 0.8508604 0.8483728
##  [5594] 0.8569288 0.8485780 0.8947798 0.9035449 0.8998423 0.9105211 0.9075203
##  [5601] 0.9005181 0.8577649 0.8665667 0.8567230 0.8941860 0.8954895 0.8900344
##  [5608] 0.8935599 0.8850488 0.8873122 0.9047619 0.9147641 0.8953400 0.7921887
##  [5615] 0.7823241 0.8019578 0.9026651 0.9100592 0.9108669 0.8179163 0.8176265
##  [5622] 0.8199419 0.8367658 0.8424710 0.8522135 0.9060452 0.9090208 0.9094029
##  [5629] 0.8842520 0.8868778 0.8854655 0.7989691 0.7850638 0.7841484 0.8781056
##  [5636] 0.8935331 0.8915094 0.8284483 0.8245315 0.8252537 0.8583235 0.8357705
##  [5643] 0.8351254 0.8691006 0.8821256 0.8603604 0.7951895 0.8004216 0.7992537
##  [5650] 0.8663102 0.8472076 0.8516949 0.8390805 0.8453865 0.8531338 0.8606856
##  [5657] 0.8658718 0.8689283 0.8455882 0.8477252 0.8367347 0.8513761 0.8629764
##  [5664] 0.8674804 0.8494405 0.8413511 0.8426843 0.8396711 0.8493920 0.8693333
##  [5671] 0.9136292 0.9186441 0.9072616 0.8313131 0.8423423 0.8450226 0.8559047
##  [5678] 0.8732126 0.8646245 0.8934993 0.8802920 0.8601896 0.8612593 0.8550874
##  [5685] 0.8512304 0.8857374 0.8773663 0.8835726 0.8672199 0.8679868 0.8794979
##  [5692] 0.8392685 0.8268859 0.8299632 0.7922201 0.8200913 0.8150745 0.8939083
##  [5699] 0.8908206 0.8884436 0.8917808 0.8863802 0.8816083 0.8555992 0.8624390
##  [5706] 0.8652612 0.8370445 0.8466258 0.8535826 0.8619345 0.8630573 0.8636364
##  [5713] 0.8895760 0.9039146 0.8980459 0.9057421 0.9022472 0.8854167 0.8689655
##  [5720] 0.8633441 0.8723898 0.8849673 0.8910649 0.8904459 0.8756170 0.8777328
##  [5727] 0.8883888 0.8956140 0.9042904 0.8959869 0.8026418 0.7902524 0.8065548
##  [5734] 0.8887435 0.8997326 0.8987517 0.8215417 0.8274254 0.8286311 0.8510467
##  [5741] 0.8516393 0.8580247 0.9073930 0.9088650 0.9052863 0.8774468 0.8833063
##  [5748] 0.8822270 0.8095238 0.7976654 0.8032057 0.8821577 0.8893617 0.8786325
##  [5755] 0.8473492 0.8366606 0.8360049 0.8444149 0.8258145 0.8275401 0.8621359
##  [5762] 0.8734043 0.8570029 0.8165906 0.8107908 0.8176839 0.8547619 0.8445476
##  [5769] 0.8467836 0.8455959 0.8595406 0.8606061 0.8633540 0.8680445 0.8667219
##  [5776] 0.7559415 0.7188716 0.8313458 0.8433024 0.8500810 0.8242481 0.8210923
##  [5783] 0.8221106 0.8445883 0.8500852 0.8701299 0.8922734 0.8955696 0.8860862
##  [5790] 0.8076564 0.8285714 0.8333333 0.8714012 0.8668407 0.8649374 0.8929001
##  [5797] 0.9089791 0.8729167 0.8486906 0.8478058 0.8414141 0.8587786 0.8558211
##  [5804] 0.8656716 0.7897311 0.8224152 0.8205335 0.8499566 0.8488774 0.8534979
##  [5811] 0.8468543 0.8529651 0.8553655 0.8800000 0.8834635 0.8856964 0.8625654
##  [5818] 0.8635424 0.8504607 0.8339383 0.8445642 0.8501270 0.8250000 0.8192999
##  [5825] 0.8398104 0.8574530 0.8558758 0.8605697 0.8740801 0.8600337 0.8682109
##  [5832] 0.8597376 0.8596674 0.8635887 0.8542714 0.8492123 0.8548621 0.8552941
##  [5839] 0.8549107 0.8516802 0.8554545 0.8599546 0.8810900 0.8779496 0.8870100
##  [5846] 0.8836502 0.8392732 0.8384615 0.8470336 0.8706294 0.8787158 0.8688119
##  [5853] 0.8523677 0.8563123 0.8572744 0.7904613 0.7918983 0.8068182 0.8964518
##  [5860] 0.8980061 0.8935440 0.8669291 0.8608365 0.8623482 0.8283828 0.8310345
##  [5867] 0.8231511 0.8654292 0.8752960 0.8688784 0.8567881 0.8536386 0.8632479
##  [5874] 0.8900112 0.8802966 0.8810325 0.8484848 0.8652551 0.8488372 0.8392238
##  [5881] 0.8488682 0.8578431 0.7924107 0.7829880 0.7846154 0.8552876 0.8602585
##  [5888] 0.8633880 0.7917620 0.8077220 0.7972536 0.7185039 0.8371894 0.8323302
##  [5895] 0.8463435 0.8172249 0.8139981 0.8145492 0.8467290 0.8560411 0.8703856
##  [5902] 0.8835098 0.8826861 0.8659966 0.7877041 0.8343621 0.8021277 0.8706226
##  [5909] 0.8700615 0.8641304 0.9003645 0.9017632 0.8673036 0.8326693 0.8301344
##  [5916] 0.8257261 0.8509317 0.8505477 0.8632931 0.7990196 0.8098308 0.8163934
##  [5923] 0.8560209 0.8479021 0.8583264 0.8371308 0.8530378 0.8381180 0.8714754
##  [5930] 0.8711819 0.8825016 0.8604497 0.8629088 0.8545973 0.8369963 0.8455949
##  [5937] 0.8331885 0.8280374 0.8132820 0.8341369 0.8674873 0.8703021 0.8572513
##  [5944] 0.8612040 0.8592150 0.8545752 0.8469493 0.8513800 0.8491379 0.8392070
##  [5951] 0.8315385 0.8456425 0.8331303 0.8352535 0.8353222 0.8513389 0.8600917
##  [5958] 0.8537211 0.8671096 0.8804688 0.8753870 0.8416608 0.8401862 0.8478731
##  [5965] 0.8547419 0.8571429 0.8648990 0.8578110 0.8544996 0.8605948 0.8012520
##  [5972] 0.7971246 0.7942779 0.8863469 0.8899297 0.8815697 0.8497577 0.8477078
##  [5979] 0.8546950 0.8272120 0.8318815 0.8161765 0.8584906 0.8701923 0.8600161
##  [5986] 0.8626145 0.8593750 0.8659459 0.8868571 0.8710726 0.8764302 0.8316560
##  [5993] 0.8532020 0.8319559 0.8423989 0.8535117 0.8539007 0.7791762 0.7587373
##  [6000] 0.7658371 0.8628731 0.8576105 0.8646409 0.7995409 0.7998430 0.8025995
##  [6007] 0.8482456 0.8402471 0.8484335 0.8209693 0.8234714 0.8247096 0.8535645
##  [6014] 0.8524444 0.8635976 0.8899225 0.8959538 0.8888889 0.7904667 0.8072289
##  [6021] 0.8017719 0.8671400 0.8617216 0.8584906 0.8875969 0.8915663 0.8595318
##  [6028] 0.8442623 0.8285145 0.8313641 0.8630245 0.8590873 0.8648019 0.7986521
##  [6035] 0.8225144 0.8235294 0.8554652 0.8460145 0.8369660 0.8287972 0.8326143
##  [6042] 0.8360791 0.8775100 0.8788084 0.8732854 0.8609227 0.8642857 0.8447894
##  [6049] 0.8379147 0.8446328 0.8328841 0.8241011 0.8180915 0.8244198 0.8673621
##  [6056] 0.8598775 0.8612627 0.8802039 0.8657895 0.8767577 0.8618491 0.8440980
##  [6063] 0.8376844 0.8443609 0.8394965 0.8501136 0.8401015 0.8419162 0.8335419
##  [6070] 0.8582303 0.8534073 0.8621598 0.8860759 0.8843373 0.8852848 0.8382886
##  [6077] 0.8270008 0.8368263 0.8582183 0.8666667 0.8690476 0.8460784 0.8559028
##  [6084] 0.8513120 0.7853061 0.7917355 0.8038808 0.8943396 0.8940610 0.8802309
##  [6091] 0.8509575 0.8524721 0.8598458 0.8236819 0.8198362 0.8163437 0.8672566
##  [6098] 0.8812449 0.8605809 0.8524306 0.8589635 0.8579545 0.8902148 0.8786517
##  [6105] 0.8779904 0.8389831 0.8640974 0.8480300 0.8374101 0.8426888 0.8533917
##  [6112] 0.7748503 0.7637427 0.7682353 0.8547758 0.8609941 0.8589251 0.7877583
##  [6119] 0.8004847 0.7840136 0.7335800 0.7366071 0.7798434 0.7906977 0.7933884
##  [6126] 0.8254717 0.8346320 0.8442964 0.9153902 0.9065200 0.9062500 0.7829828
##  [6133] 0.8254620 0.8302469 0.8232932 0.8146119 0.8287037 0.8801956 0.8722861
##  [6140] 0.8308026 0.7778926 0.7474542 0.7589577 0.8565951 0.8589052 0.8678118
##  [6147] 0.8660031 0.8769811 0.8859112 0.8175313 0.8123324 0.8128205 0.8148464
##  [6154] 0.8430567 0.8358446 0.8804137 0.8721160 0.8691233 0.8478405 0.8431786
##  [6161] 0.8508523 0.8072626 0.8018692 0.8017699 0.8155431 0.7980676 0.8143829
##  [6168] 0.8359202 0.8240670 0.8409786 0.8764321 0.8831814 0.8686950 0.9162656
##  [6175] 0.9220907 0.9210000 0.7533281 0.7365813 0.7507937 0.9124579 0.9057816
##  [6182] 0.9141914 0.8754480 0.8689759 0.8647059 0.9035088 0.8993902 0.8975904
##  [6189] 0.8428771 0.8495034 0.8323657 0.9217877 0.9194476 0.9268868 0.8518173
##  [6196] 0.8577371 0.8640955 0.8010878 0.8092622 0.8110814 0.9103943 0.9077744
##  [6203] 0.8970487 0.8565737 0.8612805 0.8510929 0.8200000 0.8212729 0.8110749
##  [6210] 0.8632479 0.8802206 0.8630573 0.8534555 0.8587755 0.8614393 0.8994413
##  [6217] 0.8821656 0.8942094 0.8427673 0.8502935 0.8346957 0.8539095 0.8446082
##  [6224] 0.8501767 0.8628692 0.8559671 0.8544699 0.8058252 0.8066158 0.8330206
##  [6231] 0.8722341 0.8816267 0.8800905 0.7266187 0.8023033 0.7955641 0.8156028
##  [6238] 0.8278457 0.8297133 0.8308081 0.9114850 0.9048742 0.9054487 0.7992460
##  [6245] 0.8351984 0.8158169 0.8187311 0.8136986 0.8277778 0.8830694 0.8838384
##  [6252] 0.8322511 0.7576076 0.7502538 0.7751606 0.8593272 0.8607692 0.8645210
##  [6259] 0.8738602 0.8745276 0.8851455 0.8187500 0.8125000 0.8190314 0.8160136
##  [6266] 0.8364988 0.8368963 0.8775907 0.8766404 0.8720709 0.8555409 0.8513608
##  [6273] 0.8501420 0.8085502 0.7986891 0.8051146 0.8079096 0.8063279 0.8087805
##  [6280] 0.8308605 0.8321995 0.8240310 0.8847403 0.8748957 0.8724083 0.9225621
##  [6287] 0.9242871 0.9189189 0.7446809 0.7673108 0.7470167 0.9027149 0.9058824
##  [6294] 0.9034406 0.8745520 0.8630862 0.8629100 0.8956661 0.8927203 0.8893101
##  [6301] 0.8445993 0.8407692 0.8350217 0.9158249 0.9182969 0.9180523 0.8540892
##  [6308] 0.8530885 0.8683729 0.8086420 0.8159126 0.8198675 0.9033886 0.9003067
##  [6315] 0.8978753 0.8548644 0.8561591 0.8472603 0.8152174 0.8316062 0.8208232
##  [6322] 0.8651163 0.8873239 0.8640700 0.8535774 0.8485597 0.8615880 0.8896396
##  [6329] 0.8822906 0.8843996 0.8449821 0.8582524 0.8422002 0.8468966 0.8454849
##  [6336] 0.8551336 0.8677859 0.8502066 0.8569948 0.8117761 0.8118143 0.8017324
##  [6343] 0.8715203 0.8897695 0.8699620 0.7962791 0.8075506 0.8180934 0.8318264
##  [6350] 0.8352843 0.8427419 0.9074074 0.9048706 0.9155146 0.8108108 0.8470474
##  [6357] 0.8346457 0.8434535 0.8344887 0.8254252 0.8892734 0.8888889 0.8449692
##  [6364] 0.7700000 0.7637948 0.7731959 0.8657817 0.8646840 0.8673913 0.8830409
##  [6371] 0.8860668 0.8939617 0.8319113 0.8219178 0.8296659 0.8296659 0.8415605
##  [6378] 0.8496583 0.8853383 0.8694534 0.8784530 0.8539254 0.8544347 0.8572409
##  [6385] 0.8237378 0.8144514 0.8157227 0.8222621 0.8134191 0.8213953 0.8504607
##  [6392] 0.8504335 0.8413640 0.8801262 0.8848921 0.8786482 0.9307201 0.9305816
##  [6399] 0.9276190 0.7676692 0.7533597 0.7625954 0.9156884 0.9147208 0.9161426
##  [6406] 0.8688097 0.8593520 0.8670989 0.9061538 0.8996310 0.8938507 0.8486486
##  [6413] 0.8444940 0.8435754 0.9234043 0.9282609 0.9259259 0.8559928 0.8685259
##  [6420] 0.8697183 0.8160834 0.8258258 0.8259473 0.9026611 0.9053254 0.8988016
##  [6427] 0.8600000 0.8508576 0.8519256 0.8267843 0.8292887 0.8189655 0.8722928
##  [6434] 0.8895613 0.8662567 0.8598879 0.8577075 0.8715596 0.9021277 0.8877654
##  [6441] 0.8865096 0.8451557 0.8600746 0.8504754 0.8516043 0.8493506 0.8542094
##  [6448] 0.8704819 0.8659491 0.8589871 0.8316560 0.8274194 0.8306159 0.8779310
##  [6455] 0.8940767 0.8841952 0.7045977 0.7058096 0.8483607 0.8508443 0.8575293
##  [6462] 0.8812449 0.8772085 0.8690909 0.8220859 0.8227848 0.8172293 0.8674569
##  [6469] 0.8726054 0.8662042 0.8802817 0.8892128 0.8620690 0.7959184 0.7932535
##  [6476] 0.7905325 0.8370119 0.8324742 0.8432836 0.8513514 0.8608333 0.8637138
##  [6483] 0.8474088 0.8451243 0.8441203 0.8430657 0.8405405 0.8447684 0.8525641
##  [6490] 0.8436364 0.8503119 0.8336949 0.8176881 0.8286385 0.8571429 0.8516320
##  [6497] 0.8465856 0.8397566 0.8128964 0.8467996 0.8676012 0.8634185 0.8593622
##  [6504] 0.8396664 0.8347578 0.8453977 0.8931718 0.8941980 0.8886311 0.8050366
##  [6511] 0.8069433 0.8186992 0.8842105 0.8709273 0.8796895 0.8357290 0.8286684
##  [6518] 0.8195777 0.8773500 0.8663239 0.8704794 0.8442438 0.8302365 0.8545035
##  [6525] 0.8894737 0.8930988 0.8934081 0.8402923 0.8576642 0.8530319 0.8382353
##  [6532] 0.8209459 0.8432056 0.8708636 0.8718831 0.8716781 0.8119349 0.8234790
##  [6539] 0.8298351 0.8259293 0.8253817 0.8326068 0.8440999 0.8505747 0.8330357
##  [6546] 0.8684685 0.8628673 0.8618182 0.8779221 0.8634146 0.8675325 0.8006166
##  [6553] 0.8103837 0.8118609 0.8424197 0.8534668 0.8616780 0.8414044 0.8230404
##  [6560] 0.8279570 0.8507772 0.8649603 0.8564155 0.8672360 0.8584071 0.8557047
##  [6567] 0.7109471 0.8425926 0.8509841 0.8555957 0.8739703 0.8773169 0.8630137
##  [6574] 0.8186475 0.8376844 0.8296893 0.8552775 0.8585271 0.8685771 0.8804501
##  [6581] 0.8779412 0.8554361 0.8069585 0.7882096 0.7850356 0.8331915 0.8194444
##  [6588] 0.8317992 0.8514768 0.8628429 0.8667233 0.8442308 0.8408437 0.8557259
##  [6595] 0.8474114 0.8458781 0.8508099 0.8485714 0.8378378 0.8488211 0.8261818
##  [6602] 0.8123053 0.8139351 0.8447761 0.8495050 0.8456501 0.8340122 0.8180862
##  [6609] 0.8481675 0.8712180 0.8734177 0.8613377 0.8344186 0.8349146 0.8319783
##  [6616] 0.8957190 0.8955732 0.8964327 0.8013029 0.8010204 0.8062397 0.8784676
##  [6623] 0.8739076 0.8798450 0.8250518 0.8177930 0.8197507 0.8693694 0.8596038
##  [6630] 0.8571429 0.8469617 0.8488372 0.8519661 0.8881579 0.8962264 0.8904494
##  [6637] 0.8331584 0.8619437 0.8531828 0.8268755 0.8250631 0.8400838 0.8682296
##  [6644] 0.8681034 0.8648855 0.8099548 0.8093588 0.8103580 0.8345324 0.8288973
##  [6651] 0.8327526 0.8291194 0.8383929 0.8162896 0.8675676 0.8720212 0.8619855
##  [6658] 0.8795337 0.8677184 0.8677043 0.7983539 0.8132733 0.7985537 0.8536585
##  [6665] 0.8608943 0.8583333 0.8345499 0.8162291 0.8197115 0.8509317 0.8590426
##  [6672] 0.8553971 0.8638132 0.8649081 0.8700331 0.8440265 0.8642220 0.8631579
##  [6679] 0.8837814 0.8870215 0.8776493 0.8234649 0.8229426 0.8139241 0.8710801
##  [6686] 0.8715313 0.8706257 0.8706625 0.8692053 0.8522876 0.7908979 0.8009313
##  [6693] 0.7847938 0.8274296 0.8256881 0.8425682 0.8490566 0.8631951 0.8714029
##  [6700] 0.8385093 0.8420513 0.8523166 0.8467507 0.8517110 0.8388278 0.8643440
##  [6707] 0.8570348 0.8592058 0.8396369 0.8327948 0.8367514 0.8376344 0.8353068
##  [6714] 0.8483034 0.8283828 0.8335196 0.8474576 0.8729508 0.8705882 0.8674699
##  [6721] 0.8488714 0.8356998 0.8414518 0.8870192 0.8988903 0.8887484 0.8263069
##  [6728] 0.8114388 0.8134715 0.8740849 0.8708791 0.8773181 0.8316722 0.8375000
##  [6735] 0.8219038 0.8691049 0.8752260 0.8784383 0.8491311 0.8442478 0.8431856
##  [6742] 0.8799414 0.8836858 0.8836478 0.8469274 0.8544922 0.8554084 0.8321739
##  [6749] 0.8375993 0.8485069 0.8841927 0.8851718 0.8770950 0.8204394 0.8193431
##  [6756] 0.8339890 0.8205626 0.8244898 0.8300836 0.8391544 0.8481132 0.8338082
##  [6763] 0.8649952 0.8676749 0.8456376 0.8737446 0.8534946 0.8703704 0.7991170
##  [6770] 0.8036810 0.7885906 0.8570319 0.8585329 0.8620415 0.8339973 0.8201811
##  [6777] 0.8346253 0.8542825 0.8623940 0.8627451 0.8660641 0.8711036 0.8658429
##  [6784] 0.7378741 0.7350000 0.9251379 0.9273035 0.9162304 0.8132095 0.8424036
##  [6791] 0.8154206 0.7942529 0.8071066 0.8128898 0.8540462 0.8519637 0.7957125
##  [6798] 0.8235294 0.8298097 0.8289323 0.8985507 0.8931485 0.9014196 0.8730290
##  [6805] 0.8848039 0.8927681 0.7961847 0.8000000 0.8134958 0.8310249 0.8423423
##  [6812] 0.8314509 0.9076714 0.9093407 0.9069921 0.9003413 0.8946986 0.9015430
##  [6819] 0.8110883 0.8039216 0.8152069 0.8165803 0.8286311 0.8292423 0.7767481
##  [6826] 0.7792096 0.7661647 0.9015817 0.9062500 0.9086294 0.9318424 0.9269912
##  [6833] 0.9258427 0.8496476 0.8323651 0.8438247 0.9153846 0.9181709 0.9172932
##  [6840] 0.8934506 0.9011952 0.9006267 0.9103568 0.9216327 0.9079805 0.8560776
##  [6847] 0.8465388 0.8542791 0.9246488 0.9277267 0.9263302 0.7945652 0.8061127
##  [6854] 0.8098291 0.8502024 0.8402662 0.8462074 0.9162141 0.9191419 0.9120235
##  [6861] 0.8956229 0.9023219 0.8888097 0.8202555 0.8372753 0.8261633 0.8962109
##  [6868] 0.9192340 0.9042821 0.7884058 0.7937559 0.7940798 0.8702490 0.8588957
##  [6875] 0.8701299 0.8787295 0.8844115 0.8867562 0.8490706 0.8516129 0.8536585
##  [6882] 0.8738208 0.8566474 0.8642691 0.7754425 0.7943662 0.7867965 0.8826687
##  [6889] 0.8842520 0.8872549 0.7490842 0.9275256 0.9321902 0.9247398 0.8308411
##  [6896] 0.8492308 0.8397503 0.8253320 0.8250460 0.8206831 0.8726356 0.8803641
##  [6903] 0.8201117 0.8331658 0.8384615 0.8286311 0.9069940 0.8946171 0.9086925
##  [6910] 0.8811350 0.8935849 0.8900077 0.8171065 0.8053016 0.8276158 0.8336177
##  [6917] 0.8382230 0.8394864 0.9101338 0.9138264 0.9087523 0.9067688 0.8974185
##  [6924] 0.8977901 0.8222638 0.8124411 0.8128342 0.8195632 0.8295019 0.8346304
##  [6931] 0.7819608 0.7745572 0.7833876 0.9131134 0.9184339 0.9132812 0.9384615
##  [6938] 0.9364449 0.9301619 0.8438881 0.8462127 0.8365817 0.9287330 0.9293362
##  [6945] 0.9301552 0.9107774 0.9069424 0.9079704 0.9244833 0.9235428 0.9116981
##  [6952] 0.8469676 0.8397185 0.8500000 0.9332579 0.9423299 0.9441141 0.8125613
##  [6959] 0.8303030 0.8283510 0.8485995 0.8473400 0.8525766 0.9230769 0.9278116
##  [6966] 0.9217687 0.8943662 0.9096296 0.8955422 0.8354219 0.8434783 0.8318440
##  [6973] 0.9058466 0.9213570 0.9134467 0.7966252 0.7972028 0.8231293 0.8867052
##  [6980] 0.8829902 0.8748552 0.8816254 0.8934741 0.8850575 0.8548611 0.8562794
##  [6987] 0.8608943 0.8789809 0.8622129 0.8679245 0.8027750 0.7946040 0.8054741
##  [6994] 0.8903134 0.8911614 0.8874525 0.9281650 0.9311128 0.9255237 0.8298643
##  [7001] 0.8463826 0.8253807 0.8290766 0.8221626 0.8286235 0.8896797 0.8824257
##  [7008] 0.8206230 0.8488038 0.8425926 0.8462302 0.9082370 0.8978692 0.9114103
##  [7015] 0.8848440 0.8903606 0.8934734 0.8320279 0.8135444 0.8277870 0.8403292
##  [7022] 0.8446602 0.8474051 0.9070493 0.9147335 0.9110708 0.8989328 0.8966203
##  [7029] 0.9014085 0.8247516 0.8238482 0.8155172 0.8328792 0.8424908 0.8432836
##  [7036] 0.7730769 0.7838258 0.7721823 0.9117188 0.9108280 0.9094368 0.9349442
##  [7043] 0.9389895 0.9340446 0.8469242 0.8398204 0.8465991 0.9273319 0.9290853
##  [7050] 0.9298618 0.9083904 0.9128571 0.9093079 0.9169255 0.9203540 0.9088235
##  [7057] 0.8568507 0.8509036 0.8576438 0.9362851 0.9368071 0.9407745 0.8064824
##  [7064] 0.8234797 0.8371878 0.8574561 0.8452292 0.8506701 0.9154930 0.9213066
##  [7071] 0.9167776 0.8985617 0.9005084 0.8883083 0.8381877 0.8557131 0.8410337
##  [7078] 0.9006672 0.9246269 0.9096386 0.8029135 0.8003384 0.8349515 0.8870432
##  [7085] 0.8869295 0.8831312 0.8839590 0.8965836 0.8863248 0.8558863 0.8489446
##  [7092] 0.8578363 0.8852792 0.8680000 0.8768769 0.8083889 0.8058577 0.8164794
##  [7099] 0.8919668 0.8936170 0.8933824 0.7695440 0.7664173 0.9209302 0.9241908
##  [7106] 0.9292413 0.9538088 0.9488131 0.9475285 0.9597990 0.9562500 0.9490781
##  [7113] 0.9104603 0.9085761 0.9035621 0.8408927 0.8438178 0.8296349 0.8684583
##  [7120] 0.8496779 0.8676259 0.9357459 0.9297857 0.9320113 0.9174444 0.9254046
##  [7127] 0.9204082 0.8460100 0.8562500 0.8469945 0.8631902 0.8567725 0.8381271
##  [7134] 0.9449887 0.9386364 0.9341534 0.9296210 0.9173948 0.9313647 0.9292035
##  [7141] 0.9298584 0.9341591 0.8092578 0.8073171 0.7974882 0.8743219 0.8767377
##  [7148] 0.8772259 0.9088010 0.9028609 0.9042071 0.9184891 0.9039385 0.9060336
##  [7155] 0.8355932 0.8304473 0.8361045 0.7823961 0.7864907 0.8034769 0.9130967
##  [7162] 0.9012847 0.9179712 0.9116466 0.8990635 0.9122622 0.9192000 0.9164851
##  [7169] 0.9134615 0.9072978 0.9136786 0.9179954 0.7957384 0.7912773 0.7930070
##  [7176] 0.8411633 0.8412356 0.8499361 0.9151943 0.9223443 0.9155220 0.8176383
##  [7183] 0.8208270 0.8145594 0.9314286 0.9339424 0.9232877 0.9291950 0.9218031
##  [7190] 0.9245648 0.8551668 0.8738033 0.8629359 0.9051988 0.9101655 0.9175449
##  [7197] 0.9078467 0.8999106 0.8990081 0.9419608 0.9417476 0.9466770 0.8807642
##  [7204] 0.8675768 0.8853370 0.7805092 0.9227575 0.9284404 0.9368132 0.9490334
##  [7211] 0.9499603 0.9477551 0.9590255 0.9622426 0.9414025 0.9076923 0.9105126
##  [7218] 0.9083255 0.8408569 0.8377125 0.8333333 0.8709677 0.8665667 0.8623077
##  [7225] 0.9351266 0.9287411 0.9343891 0.9230183 0.9281437 0.9258459 0.8530372
##  [7232] 0.8570487 0.8553299 0.8576998 0.8568493 0.8444757 0.9407468 0.9425101
##  [7239] 0.9367284 0.9320630 0.9199319 0.9367521 0.9311497 0.9340585 0.9312977
##  [7246] 0.8210970 0.7964912 0.8074689 0.8791423 0.8918651 0.8802030 0.9088454
##  [7253] 0.9056338 0.9107021 0.9051819 0.9092805 0.9010870 0.8340930 0.8225309
##  [7260] 0.8257899 0.7981100 0.8065041 0.8009670 0.9112694 0.9040115 0.9163902
##  [7267] 0.9143798 0.8981693 0.9101517 0.9181740 0.9195669 0.9101124 0.9133148
##  [7274] 0.9178371 0.9172166 0.7965705 0.8027938 0.8024963 0.8392999 0.8491281
##  [7281] 0.8488529 0.9221557 0.9182390 0.9128205 0.8300551 0.8252033 0.8261924
##  [7288] 0.9297173 0.9395973 0.9246032 0.9220085 0.9164990 0.9203822 0.8571429
##  [7295] 0.8773408 0.8525022 0.9057456 0.9129894 0.9159554 0.9110672 0.8981571
##  [7302] 0.9014634 0.9408784 0.9477941 0.9450915 0.8783217 0.8772434 0.8871681
##  [7309] 0.9219015 0.9184834 0.9311970 0.9430380 0.9488636 0.9439331 0.9517796
##  [7316] 0.9473684 0.9356436 0.9114391 0.9034853 0.9017341 0.8438228 0.8469945
##  [7323] 0.8423871 0.8639508 0.8550501 0.8602826 0.9337106 0.9297821 0.9305556
##  [7330] 0.9171875 0.9274809 0.9259531 0.8594987 0.8567604 0.8623560 0.8723127
##  [7337] 0.8620929 0.8546099 0.9376559 0.9368246 0.9337017 0.9259574 0.9189895
##  [7344] 0.9324561 0.9342373 0.9313454 0.9345070 0.8055798 0.8160211 0.8101266
##  [7351] 0.8598985 0.8633994 0.8601695 0.9123888 0.9014388 0.9090278 0.9022727
##  [7358] 0.8899782 0.8968610 0.8222013 0.8406806 0.8369284 0.7879859 0.7981651
##  [7365] 0.8083197 0.9196604 0.9013158 0.9235925 0.9043280 0.8896797 0.9124700
##  [7372] 0.9162257 0.9083665 0.8982143 0.9054726 0.9139168 0.9178332 0.8148437
##  [7379] 0.8013412 0.8092056 0.8442292 0.8477589 0.8655405 0.9155794 0.9155949
##  [7386] 0.9191395 0.8216303 0.8290669 0.8338789 0.9265625 0.9326702 0.9214286
##  [7393] 0.9256018 0.9141675 0.9180328 0.8628319 0.8687259 0.8672566 0.9154746
##  [7400] 0.9196989 0.9245033 0.8974359 0.8965174 0.8943662 0.9348958 0.9395770
##  [7407] 0.9402220 0.8727663 0.8631657 0.8798186 0.7467145 0.7230392 0.8177827
##  [7414] 0.7957958 0.8157895 0.8485273 0.8612717 0.8113664 0.7977901 0.8014784
##  [7421] 0.8184893 0.8787149 0.8794498 0.8811024 0.8478803 0.8628571 0.8676103
##  [7428] 0.8167792 0.7972710 0.7940354 0.8193431 0.8266309 0.8133103 0.8961564
##  [7435] 0.8931507 0.8950820 0.8781656 0.8759971 0.8726869 0.7620042 0.7635417
##  [7442] 0.7632613 0.7645195 0.7483660 0.7664474 0.8244639 0.8200326 0.8207469
##  [7449] 0.8982759 0.8960352 0.8998331 0.9020234 0.8911111 0.8868778 0.7995188
##  [7456] 0.7981575 0.8101368 0.8780488 0.8790810 0.8723135 0.8910134 0.8912530
##  [7463] 0.8982456 0.9189189 0.9120968 0.9100318 0.8246802 0.8338843 0.8380660
##  [7470] 0.8817481 0.8850727 0.8911565 0.8421589 0.8423913 0.8557114 0.7687075
##  [7477] 0.7709594 0.7879224 0.9220877 0.9165992 0.9161290 0.8701518 0.8754019
##  [7484] 0.8776521 0.7958067 0.7994269 0.7909655 0.8850856 0.9004975 0.8798319
##  [7491] 0.8313582 0.8186763 0.8373494 0.8805031 0.8676123 0.8746867 0.8495661
##  [7498] 0.8643533 0.8598848 0.8369004 0.8406828 0.8358663 0.8142340 0.8049354
##  [7505] 0.8054567 0.7769397 0.7952250 0.8068536 0.8568129 0.8440000 0.8569079
##  [7512] 0.7441541 0.8382353 0.8249453 0.8458980 0.8580858 0.8519164 0.8365123
##  [7519] 0.8160494 0.8206331 0.8217949 0.8963415 0.8924162 0.8994889 0.8551913
##  [7526] 0.8724353 0.8747715 0.8256684 0.8306878 0.8291457 0.8396414 0.8538238
##  [7533] 0.8438662 0.9080377 0.9074210 0.9042254 0.8994169 0.8846154 0.8892430
##  [7540] 0.8015873 0.7908571 0.8067582 0.7709563 0.7871581 0.8057554 0.8599156
##  [7547] 0.8511749 0.8596646 0.8941290 0.8969578 0.8990741 0.8986569 0.8901660
##  [7554] 0.8808901 0.8406780 0.8328865 0.8392089 0.8694992 0.8567335 0.8560720
##  [7561] 0.8937768 0.8963731 0.9004878 0.9222846 0.9136242 0.9189189 0.8554313
##  [7568] 0.8553571 0.8628900 0.8669725 0.8740157 0.8772504 0.8558456 0.8532934
##  [7575] 0.8643498 0.8170404 0.7994429 0.8354525 0.9217970 0.9329214 0.9220577
##  [7582] 0.8869485 0.8927637 0.8895659 0.8267717 0.8176101 0.8339623 0.8927614
##  [7589] 0.9018349 0.8903226 0.8584158 0.8546341 0.8484848 0.8742604 0.8690314
##  [7596] 0.8740849 0.8509719 0.8637993 0.8673797 0.8588328 0.8576865 0.8639676
##  [7603] 0.8301370 0.8144192 0.8246319 0.8192488 0.8356299 0.8342857 0.8737542
##  [7610] 0.8732877 0.8598553 0.8266833 0.8248899 0.8223235 0.8468013 0.8336315
##  [7617] 0.8170391 0.7949367 0.8078759 0.7952444 0.9014821 0.9034241 0.9007699
##  [7624] 0.8698011 0.8816726 0.8902992 0.8281418 0.8206230 0.8183673 0.8385155
##  [7631] 0.8505859 0.8417603 0.9051787 0.9101620 0.9014184 0.8940397 0.8961749
##  [7638] 0.8912870 0.7875289 0.7779070 0.7740175 0.7572115 0.7600979 0.7729529
##  [7645] 0.8502994 0.8390805 0.8296903 0.9113441 0.9038273 0.9105991 0.9018405
##  [7652] 0.8934531 0.8943937 0.8287435 0.8169399 0.8382353 0.8663594 0.8683834
##  [7659] 0.8682635 0.8929730 0.8967014 0.8965517 0.9217719 0.9255979 0.9193690
##  [7666] 0.8573718 0.8523852 0.8649094 0.8793893 0.8867925 0.8702163 0.8427746
##  [7673] 0.8545637 0.8581158 0.8072727 0.8003731 0.8185976 0.9276206 0.9343972
##  [7680] 0.9241595 0.8882733 0.8852604 0.8872699 0.8197211 0.8125000 0.8194044
##  [7687] 0.8910891 0.9082569 0.8947368 0.8482412 0.8411122 0.8307475 0.8813056
##  [7694] 0.8677686 0.8643815 0.8609914 0.8694611 0.8651564 0.8580492 0.8716012
##  [7701] 0.8576105 0.8170391 0.8029891 0.8052126 0.7978339 0.8060914 0.8068316
##  [7708] 0.8832781 0.8705781 0.8743268 0.7755556 0.7852273 0.8443018 0.8530885
##  [7715] 0.7983651 0.8235995 0.8303167 0.8250620 0.9226290 0.9164557 0.9329022
##  [7722] 0.8950989 0.8994889 0.9108997 0.7970085 0.8035903 0.8010050 0.8349609
##  [7729] 0.8457143 0.8415301 0.9311065 0.9262934 0.9268293 0.9138418 0.9080633
##  [7736] 0.9251701 0.7971175 0.8092105 0.8110883 0.8291347 0.8063781 0.8202765
##  [7743] 0.8333333 0.8216783 0.8150808 0.9348416 0.9372694 0.9343257 0.9334862
##  [7750] 0.9346793 0.9283981 0.8453267 0.8430182 0.8458961 0.9248957 0.9216710
##  [7757] 0.9325236 0.9248731 0.9215524 0.9295644 0.9426009 0.9414758 0.9424520
##  [7764] 0.8639191 0.8598782 0.8659711 0.9319444 0.9355301 0.9406528 0.8306998
##  [7771] 0.8358061 0.8407572 0.8565365 0.8442695 0.8629842 0.9475358 0.9427350
##  [7778] 0.9430712 0.9141104 0.9246065 0.9176985 0.8380952 0.8543112 0.8435499
##  [7785] 0.9170940 0.9366319 0.9286957 0.8106747 0.8157635 0.8148148 0.8808511
##  [7792] 0.8753281 0.8695035 0.8913706 0.9061453 0.8964467 0.8671275 0.8682457
##  [7799] 0.8732283 0.8863636 0.8733087 0.8703242 0.7820966 0.7914172 0.8022857
##  [7806] 0.9024584 0.9064280 0.9057725 0.7768680 0.8536585 0.8645251 0.8099174
##  [7813] 0.8345550 0.8318228 0.8374865 0.9169207 0.9153846 0.9200896 0.8942006
##  [7820] 0.9041731 0.9042722 0.8007663 0.7894231 0.7854512 0.8233720 0.8612766
##  [7827] 0.8417564 0.9256626 0.9239344 0.9231738 0.9124183 0.9062500 0.9159664
##  [7834] 0.7962227 0.7892108 0.7817837 0.8133069 0.7983623 0.8253320 0.8260530
##  [7841] 0.8074434 0.8176615 0.9337152 0.9332220 0.9298805 0.9418838 0.9332638
##  [7848] 0.9334038 0.8381679 0.8320000 0.8368136 0.9284863 0.9206349 0.9337209
##  [7855] 0.9227273 0.9200603 0.9262364 0.9407468 0.9406322 0.9415338 0.8582734
##  [7862] 0.8557769 0.8557621 0.9332539 0.9376528 0.9393939 0.8298087 0.8386809
##  [7869] 0.8422619 0.8318795 0.8254870 0.8407859 0.9385066 0.9466770 0.9392685
##  [7876] 0.9088729 0.9146341 0.9078591 0.8285466 0.8270814 0.8289806 0.9159533
##  [7883] 0.9370574 0.9196500 0.8278027 0.8185053 0.8284024 0.8827839 0.8778539
##  [7890] 0.8919568 0.8997290 0.9048563 0.8962693 0.8653437 0.8554633 0.8601757
##  [7897] 0.8910891 0.8783638 0.8782609 0.7878788 0.7933213 0.7995910 0.8994169
##  [7904] 0.9013453 0.8971161 0.8629371 0.8695652 0.8109756 0.8273616 0.8405350
##  [7911] 0.8327722 0.9240310 0.9191523 0.9230183 0.8949479 0.8981702 0.9079160
##  [7918] 0.8049020 0.7909270 0.7947516 0.8309091 0.8451327 0.8510101 0.9282895
##  [7925] 0.9322709 0.9250000 0.9184350 0.9140845 0.9147564 0.7880658 0.8006104
##  [7932] 0.7877907 0.8154944 0.8052356 0.8291405 0.8119451 0.8255909 0.8155909
##  [7939] 0.9354568 0.9340753 0.9306122 0.9387967 0.9389068 0.9298246 0.8475232
##  [7946] 0.8398374 0.8362342 0.9268897 0.9264019 0.9258809 0.9323448 0.9171827
##  [7953] 0.9315068 0.9391159 0.9399209 0.9408560 0.8581925 0.8630470 0.8608169
##  [7960] 0.9344870 0.9336735 0.9409449 0.8420513 0.8496377 0.8603015 0.8283157
##  [7967] 0.8333333 0.8363384 0.9425373 0.9402390 0.9378531 0.9144254 0.9191919
##  [7974] 0.9140303 0.8318505 0.8445883 0.8361921 0.9189189 0.9327935 0.9165985
##  [7981] 0.8236380 0.8141026 0.8385922 0.8792884 0.8797170 0.8805031 0.8945896
##  [7988] 0.9072375 0.9053803 0.8654124 0.8537102 0.8702743 0.8933031 0.8763920
##  [7995] 0.8711864 0.7920686 0.7903525 0.7925926 0.8977612 0.9030534 0.9005569
##  [8002] 0.7470930 0.7652860 0.8649068 0.8691860 0.8464107 0.9376278 0.9291667
##  [8009] 0.9327984 0.9213836 0.9275362 0.9295624 0.8671875 0.8698454 0.8724428
##  [8016] 0.8871734 0.8818713 0.8980477 0.9430223 0.9446773 0.9426752 0.9343308
##  [8023] 0.9386121 0.9263352 0.8581267 0.8583219 0.8682560 0.8645251 0.8637016
##  [8030] 0.8520179 0.8946850 0.8902439 0.8870293 0.9413793 0.9358670 0.9369469
##  [8037] 0.9352291 0.9387417 0.9336735 0.8974855 0.9000000 0.8978389 0.9229167
##  [8044] 0.9163498 0.9191919 0.9293333 0.9307536 0.9284863 0.9523269 0.9491525
##  [8051] 0.9523810 0.9095023 0.9020833 0.9084906 0.9222689 0.9296703 0.9248826
##  [8058] 0.8728324 0.8903614 0.8785714 0.8935091 0.8975155 0.9151020 0.9519136
##  [8065] 0.9508021 0.9519056 0.9268559 0.9312821 0.9378238 0.8829664 0.8764045
##  [8072] 0.8923077 0.9312896 0.9386637 0.9344978 0.8841978 0.8764846 0.8396947
##  [8079] 0.8941909 0.8890943 0.8752599 0.9128739 0.9176647 0.9137255 0.9145147
##  [8086] 0.9193548 0.9160517 0.8920354 0.8794567 0.8793103 0.8353293 0.8698225
##  [8093] 0.8488372 0.9267364 0.9343781 0.9317477 0.7747934 0.8594771 0.8660578
##  [8100] 0.8516579 0.9388186 0.9346895 0.9447288 0.9290323 0.9284188 0.9293598
##  [8107] 0.8673884 0.8731642 0.8811881 0.8962149 0.8932854 0.8905192 0.9450085
##  [8114] 0.9485420 0.9454397 0.9388275 0.9367553 0.9351504 0.8563218 0.8548851
##  [8121] 0.8743523 0.8629738 0.8722140 0.8443396 0.9023162 0.8980229 0.8902045
##  [8128] 0.9441141 0.9424020 0.9418472 0.9369818 0.9352014 0.9297297 0.9039604
##  [8135] 0.8941799 0.9055276 0.9074492 0.9040816 0.9110629 0.9349931 0.9350785
##  [8142] 0.9308642 0.9517079 0.9507659 0.9506967 0.9178209 0.9056806 0.9181906
##  [8149] 0.9213483 0.9138756 0.9158163 0.8698941 0.8982630 0.8826152 0.9013499
##  [8156] 0.8915145 0.9136630 0.9556004 0.9582418 0.9523810 0.9361702 0.9367756
##  [8163] 0.9453744 0.8942993 0.8856041 0.8983051 0.9369565 0.9459459 0.9356659
##  [8170] 0.8891656 0.8906440 0.8336714 0.8839286 0.8818898 0.8859649 0.9177898
##  [8177] 0.9064976 0.9201624 0.9208371 0.9217391 0.9165085 0.8726236 0.8763441
##  [8184] 0.8720293 0.8395639 0.8617284 0.8394495 0.9296188 0.9321862 0.9293362
##  [8191] 0.8296199 0.8322981 0.8315068 0.9141049 0.9122486 0.9226714 0.8941504
##  [8198] 0.9009174 0.9122316 0.8286039 0.8179750 0.8345705 0.8563996 0.8533333
##  [8205] 0.8529698 0.9206587 0.9218513 0.9187228 0.9215833 0.9125201 0.9096880
##  [8212] 0.7987879 0.7990315 0.8164627 0.8167476 0.8308824 0.8107417 0.8254113
##  [8219] 0.8324022 0.8290353 0.9213147 0.9247967 0.9232982 0.9336735 0.9307590
##  [8226] 0.9323410 0.8538732 0.8529140 0.8504924 0.9118590 0.9155556 0.9109375
##  [8233] 0.9217877 0.9139785 0.9151329 0.9320866 0.9324699 0.9307832 0.8776683
##  [8240] 0.8646125 0.8707192 0.9268680 0.9272727 0.9310345 0.8283582 0.8575949
##  [8247] 0.8535109 0.8619437 0.8478873 0.8618321 0.9350649 0.9377323 0.9344660
##  [8254] 0.9105614 0.9153153 0.9125000 0.8427544 0.8456522 0.8518155 0.9098513
##  [8261] 0.9269450 0.9099617 0.8399146 0.8187633 0.8153846 0.8897764 0.8713018
##  [8268] 0.8733974 0.8911111 0.8951311 0.8954394 0.8735726 0.8832685 0.8792959
##  [8275] 0.8694405 0.8567455 0.8595506 0.7855297 0.7885033 0.7924051 0.9095520
##  [8282] 0.9102005 0.9036697 0.7193627 0.7260638 0.8682842 0.8739130 0.8815126
##  [8289] 0.8750000 0.8796217 0.8917976 0.8217617 0.8145078 0.8367150 0.8253659
##  [8296] 0.8451369 0.8368087 0.8878505 0.8861314 0.8900487 0.8701678 0.8566954
##  [8303] 0.8689818 0.8151351 0.8024017 0.8010256 0.8000000 0.8074324 0.8238636
##  [8310] 0.8464730 0.8453696 0.8436142 0.8928239 0.8849473 0.8856624 0.9158986
##  [8317] 0.9177592 0.9084249 0.7765217 0.7750455 0.7783641 0.8973277 0.8986842
##  [8324] 0.8907331 0.8819227 0.8685567 0.8701550 0.9092576 0.9061685 0.9012027
##  [8331] 0.8562549 0.8482999 0.8553055 0.9106145 0.9072464 0.9081325 0.8469163
##  [8338] 0.8443580 0.8602384 0.8252595 0.8233216 0.8316252 0.9057377 0.9062226
##  [8345] 0.9044684 0.8656987 0.8715517 0.8676248 0.8287345 0.8341658 0.8259669
##  [8352] 0.8670213 0.8834688 0.8710263 0.8549472 0.8524125 0.8456464 0.8873435
##  [8359] 0.8814433 0.8839779 0.8450262 0.8434579 0.8417722 0.8621746 0.8575668
##  [8366] 0.8681319 0.8580563 0.8324937 0.8450882 0.8151927 0.8227360 0.8259424
##  [8373] 0.8759065 0.8866064 0.8822012 0.7164751 0.8725000 0.8646362 0.8714169
##  [8380] 0.8714286 0.8768719 0.8857868 0.8300395 0.8125623 0.8286517 0.8448753
##  [8387] 0.8369963 0.8394415 0.8837535 0.8804270 0.8791809 0.8696884 0.8686186
##  [8394] 0.8580247 0.8081335 0.8095734 0.8043265 0.8099261 0.7991314 0.8122942
##  [8401] 0.8383185 0.8399340 0.8468619 0.8853791 0.8754647 0.8756614 0.9130913
##  [8408] 0.9147727 0.9096176 0.7625532 0.7571429 0.7715997 0.9022457 0.8936170
##  [8415] 0.8887435 0.8671400 0.8717949 0.8663551 0.9082083 0.8997473 0.8922306
##  [8422] 0.8570354 0.8523490 0.8561431 0.9104084 0.9102041 0.9111425 0.8435518
##  [8429] 0.8522305 0.8516196 0.8093220 0.8273810 0.8396893 0.9066456 0.8969336
##  [8436] 0.8979745 0.8501773 0.8690575 0.8647059 0.8221198 0.8202138 0.8248889
##  [8443] 0.8636364 0.8784965 0.8644366 0.8653846 0.8628159 0.8589109 0.8869908
##  [8450] 0.8786765 0.8808901 0.8313008 0.8464961 0.8292434 0.8542601 0.8558039
##  [8457] 0.8590038 0.8522589 0.8349282 0.8441247 0.8295820 0.8239110 0.8234043
##  [8464] 0.8681319 0.8908228 0.8775000 0.8553345 0.8590909 0.8635563 0.8571429
##  [8471] 0.8733274 0.8878843 0.8267380 0.8342133 0.8383234 0.8463826 0.8492218
##  [8478] 0.8469388 0.8845300 0.8877246 0.8876967 0.8730396 0.8621795 0.8600655
##  [8485] 0.8240535 0.8176734 0.8178010 0.8087056 0.8164925 0.8307873 0.8617201
##  [8492] 0.8480349 0.8514235 0.8800000 0.8690836 0.8696480 0.9118357 0.9012658
##  [8499] 0.8994845 0.7827248 0.7665406 0.7769719 0.8945022 0.8837535 0.8810573
##  [8506] 0.8606195 0.8608385 0.8603239 0.8984674 0.8978300 0.8867925 0.8589641
##  [8513] 0.8511211 0.8599671 0.9037037 0.8930233 0.9022436 0.8451835 0.8565737
##  [8520] 0.8654709 0.8263580 0.8243858 0.8448404 0.8988095 0.9048051 0.9040444
##  [8527] 0.8530806 0.8679750 0.8670295 0.8334966 0.8381443 0.8282732 0.8621324
##  [8534] 0.8791003 0.8650943 0.8525896 0.8589494 0.8482759 0.8839941 0.8719346
##  [8541] 0.8722467 0.8305831 0.8343558 0.8270510 0.8658824 0.8696307 0.8747994
##  [8548] 0.8426052 0.8313570 0.8353254 0.8341067 0.8297030 0.8354286 0.8820132
##  [8555] 0.8921651 0.8800000 0.7417582 0.7667419 0.8616040 0.8574468 0.8752673
##  [8562] 0.8969466 0.8907563 0.9027576 0.8849558 0.8977682 0.8928323 0.7891645
##  [8569] 0.7989522 0.8106250 0.8073218 0.8054054 0.7867596 0.9107836 0.9066148
##  [8576] 0.9115696 0.8887110 0.8984690 0.9018806 0.9059278 0.9054498 0.9095143
##  [8583] 0.8183254 0.8030919 0.8009368 0.9043860 0.9054905 0.9012797 0.8634858
##  [8590] 0.8607857 0.8671562 0.9003021 0.9000961 0.9020772 0.7922875 0.7754333
##  [8597] 0.7747298 0.8315133 0.8262172 0.8322296 0.8783869 0.8734440 0.8804137
##  [8604] 0.9087262 0.9062822 0.9149160 0.8838550 0.8967552 0.8916055 0.8666667
##  [8611] 0.8689655 0.8813161 0.8213773 0.8413999 0.8231293 0.7664291 0.7777778
##  [8618] 0.7820513 0.8790969 0.8808801 0.8717035 0.7993944 0.8003108 0.7920561
##  [8625] 0.9082969 0.9081120 0.9076639 0.9072978 0.8988764 0.9112195 0.8052498
##  [8632] 0.8285199 0.8145025 0.8702771 0.8833837 0.8846399 0.8807083 0.8782925
##  [8639] 0.8761468 0.9141252 0.9094797 0.9185127 0.8699403 0.8786244 0.8652082
##  [8646] 0.7694633 0.8588825 0.8620199 0.8742816 0.8918083 0.8881173 0.9043796
##  [8653] 0.8806861 0.8880761 0.8896697 0.7788079 0.7959049 0.8048010 0.7966102
##  [8660] 0.8023177 0.7885154 0.9057345 0.9006309 0.9035153 0.8939759 0.8876128
##  [8667] 0.8964374 0.9002608 0.9011281 0.8992563 0.8186158 0.8071895 0.8029827
##  [8674] 0.9140351 0.9163669 0.9012915 0.8632422 0.8691460 0.8631153 0.8969388
##  [8681] 0.9000970 0.9031936 0.7816399 0.7555898 0.7726510 0.8309748 0.8300752
##  [8688] 0.8177044 0.8710913 0.8709002 0.8722149 0.9154079 0.9086189 0.9150743
##  [8695] 0.8883375 0.8926174 0.8960720 0.8718473 0.8616352 0.8752228 0.8317824
##  [8702] 0.8418291 0.8234086 0.7624000 0.7702910 0.7779292 0.8739867 0.8729792
##  [8709] 0.8682505 0.7986270 0.7910095 0.7826087 0.9027266 0.9065894 0.9087523
##  [8716] 0.9062812 0.9009434 0.9026812 0.8105353 0.8181818 0.8227848 0.8729456
##  [8723] 0.8805606 0.8831085 0.8826291 0.8708487 0.8717472 0.9035948 0.9040404
##  [8730] 0.9011345 0.8667113 0.8692676 0.8681786 0.8584443 0.8551435 0.8735067
##  [8737] 0.9021658 0.9018587 0.9052707 0.8942446 0.8987969 0.9006803 0.7987220
##  [8744] 0.8052699 0.8069307 0.8163522 0.8078457 0.7912389 0.9174242 0.9075630
##  [8751] 0.9108049 0.8995327 0.8926014 0.9082203 0.9094937 0.9118971 0.9109948
##  [8758] 0.8163424 0.8229740 0.7945946 0.8950564 0.8968889 0.9015219 0.8649706
##  [8765] 0.8654496 0.8611111 0.9059745 0.9014085 0.8969874 0.7789382 0.7777778
##  [8772] 0.7921031 0.8409437 0.8233555 0.8276364 0.8725796 0.8678987 0.8816041
##  [8779] 0.8947368 0.9053374 0.9126413 0.8995215 0.8994211 0.9034046 0.8726667
##  [8786] 0.8765182 0.8758741 0.8270042 0.8332103 0.8165880 0.7823077 0.7881919
##  [8793] 0.7742800 0.8812589 0.8830975 0.8770950 0.7887218 0.7893519 0.7904835
##  [8800] 0.9114918 0.9112676 0.9185318 0.9105769 0.9011894 0.9112595 0.8239148
##  [8807] 0.8374341 0.8251232 0.8778532 0.8851190 0.8843495 0.8864668 0.8729875
##  [8814] 0.8799283 0.9132492 0.9148639 0.9150429 0.8750000 0.8716578 0.8683299
##  [8821] 0.7637066 0.7663257 0.8780297 0.8716745 0.8841010 0.8715252 0.8716617
##  [8828] 0.8658537 0.8729383 0.8768473 0.8752228 0.8647818 0.8679974 0.8498339
##  [8835] 0.8767123 0.8813152 0.8750000 0.8639736 0.8529163 0.8770008 0.8843358
##  [8842] 0.8826703 0.8865345 0.8525097 0.8559123 0.8483019 0.8442164 0.8601134
##  [8849] 0.8336595 0.8730998 0.8653315 0.8685446 0.8634454 0.8627255 0.8589212
##  [8856] 0.8600000 0.8529830 0.8694981 0.8658537 0.8701016 0.8703438 0.8528840
##  [8863] 0.8460442 0.8588469 0.8747390 0.8552775 0.8844057 0.8782319 0.8708207
##  [8870] 0.8778055 0.8271955 0.8357143 0.8315854 0.8761184 0.8821403 0.8721311
##  [8877] 0.8667643 0.8586648 0.8660771 0.8477769 0.8554688 0.8391144 0.8612717
##  [8884] 0.8770132 0.8694057 0.8830585 0.8873343 0.8954802 0.8964824 0.8905804
##  [8891] 0.8940000 0.8600488 0.8760908 0.8613377 0.8453074 0.8590937 0.8634879
##  [8898] 0.8470474 0.8243762 0.8260870 0.8946502 0.8913202 0.8967480 0.7898499
##  [8905] 0.8013053 0.7975922 0.7637363 0.8882035 0.8802164 0.8822222 0.8705090
##  [8912] 0.8781204 0.8785311 0.8782556 0.8801223 0.8783943 0.8729483 0.8678640
##  [8919] 0.8505291 0.8880952 0.8846460 0.8799392 0.8821630 0.8614357 0.8777219
##  [8926] 0.8819261 0.8899266 0.8878314 0.8524212 0.8628970 0.8421450 0.8398510
##  [8933] 0.8480532 0.8426641 0.8839635 0.8767869 0.8714191 0.8632568 0.8522613
##  [8940] 0.8657787 0.8560732 0.8488290 0.8736600 0.8639818 0.8600583 0.8677627
##  [8947] 0.8674315 0.8508834 0.8662295 0.8721414 0.8612903 0.8840737 0.8789386
##  [8954] 0.8732075 0.8663325 0.8362491 0.8528381 0.8534379 0.8697450 0.8614370
##  [8961] 0.8623188 0.8582966 0.8673684 0.8688010 0.8605341 0.8720307 0.8681948
##  [8968] 0.8595101 0.8618907 0.8617647 0.8894659 0.8854626 0.8909774 0.8894472
##  [8975] 0.8892045 0.8914343 0.8524857 0.8739130 0.8584215 0.8585086 0.8618137
##  [8982] 0.8750805 0.8469682 0.8377358 0.8395062 0.8888889 0.8934783 0.8955466
##  [8989] 0.8111888 0.8057554 0.7986527 0.8957680 0.8937500 0.8935532 0.8877167
##  [8996] 0.8925926 0.8900785 0.8908537 0.8928571 0.8913302 0.8909866 0.8918746
##  [9003] 0.8723545 0.8949919 0.8959677 0.8923905 0.8844884 0.8701188 0.8923729
##  [9010] 0.8890374 0.9002023 0.9005487 0.8664596 0.8602065 0.8567073 0.8347743
##  [9017] 0.8328388 0.8340000 0.8888154 0.8863636 0.8897059 0.8596112 0.8648925
##  [9024] 0.8634921 0.8741611 0.8801973 0.8861348 0.8649068 0.8750918 0.8825648
##  [9031] 0.8791774 0.8718130 0.8730897 0.8565217 0.8650442 0.8835386 0.8869198
##  [9038] 0.8871951 0.8741497 0.8456091 0.8559201 0.8637470 0.8840278 0.8880761
##  [9045] 0.8684035 0.8792342 0.8811040 0.8817952 0.8716216 0.8731402 0.8650037
##  [9052] 0.8727273 0.8804751 0.8827434 0.8849962 0.8859715 0.8874879 0.9027636
##  [9059] 0.8878049 0.8957055 0.8784666 0.8841733 0.8788871 0.8643411 0.8752328
##  [9066] 0.8768021 0.8522167 0.8448940 0.8411306 0.9034138 0.9054945 0.9090164
##  [9073] 0.8126781 0.7992620 0.8063781 0.7639692 0.7633517 0.7976723 0.8228176
##  [9080] 0.8130217 0.9023438 0.9046053 0.9032258 0.8981723 0.8872651 0.8929577
##  [9087] 0.8067633 0.8046422 0.8032937 0.7990148 0.8067729 0.8248248 0.8174787
##  [9094] 0.8148734 0.8087520 0.9023987 0.9104603 0.9098884 0.9296333 0.9338086
##  [9101] 0.9261954 0.8323263 0.8305753 0.8273216 0.9141176 0.9191584 0.9146482
##  [9108] 0.9038985 0.8944571 0.9070352 0.9256265 0.9279141 0.9224924 0.8334540
##  [9115] 0.8149351 0.8248120 0.9251462 0.9305389 0.9253731 0.8199005 0.8277385
##  [9122] 0.8369141 0.8268025 0.8165728 0.8292848 0.9264385 0.9314330 0.9189751
##  [9129] 0.8905751 0.8954996 0.8945946 0.7918871 0.8083942 0.8097643 0.8981337
##  [9136] 0.9087302 0.8961661 0.8137255 0.8150745 0.8250290 0.8781362 0.8647125
##  [9143] 0.8617788 0.8790614 0.8843874 0.8815552 0.8326149 0.8242297 0.8254086
##  [9150] 0.8758170 0.8623266 0.8608414 0.8028311 0.8040422 0.7995992 0.8932179
##  [9157] 0.8933333 0.8870843 0.7476809 0.7870620 0.8116319 0.7971380 0.8970684
##  [9164] 0.9000000 0.8994943 0.8877953 0.8839472 0.8856740 0.7859238 0.8025048
##  [9171] 0.7913603 0.8027344 0.8116371 0.8225324 0.8018721 0.8027049 0.8117458
##  [9178] 0.9047619 0.9082569 0.9095238 0.9237624 0.9244898 0.9200415 0.8154081
##  [9185] 0.8176051 0.8146718 0.9135514 0.9126106 0.9115959 0.9005425 0.8899848
##  [9192] 0.8937605 0.9190939 0.9200615 0.9196361 0.8206997 0.8053746 0.8088012
##  [9199] 0.9182243 0.9272944 0.9246914 0.8081918 0.8152753 0.8220256 0.8250000
##  [9206] 0.8118971 0.8189831 0.9205539 0.9260401 0.9201102 0.8920635 0.8926941
##  [9213] 0.8830727 0.7899824 0.8041894 0.7967824 0.8883685 0.9075099 0.8967434
##  [9220] 0.8021486 0.8110236 0.8264368 0.8588661 0.8451025 0.8506024 0.8737601
##  [9227] 0.8785785 0.8742081 0.8225108 0.8135116 0.8193309 0.8803879 0.8585106
##  [9234] 0.8508108 0.7908629 0.7904509 0.8021869 0.8776402 0.8922509 0.8825348
##  [9241] 0.8020391 0.8141079 0.8020917 0.9057428 0.9024081 0.9011592 0.8948363
##  [9248] 0.8937583 0.8925676 0.8000000 0.8023897 0.7991266 0.8081557 0.7986705
##  [9255] 0.8158397 0.8238762 0.8107903 0.8140432 0.9075235 0.9082935 0.9169184
##  [9262] 0.9230047 0.9184466 0.9215686 0.8183150 0.8133129 0.8185185 0.9048673
##  [9269] 0.9055614 0.9172932 0.9075342 0.8979740 0.9067729 0.9228395 0.9227941
##  [9276] 0.9184268 0.8249300 0.8190255 0.8214027 0.9200438 0.9189189 0.9236994
##  [9283] 0.8212606 0.8216399 0.8297674 0.8196226 0.8178324 0.8229915 0.9261324
##  [9290] 0.9229630 0.9211398 0.8927757 0.8989826 0.8883812 0.7914214 0.7924362
##  [9297] 0.7949552 0.9023669 0.9116981 0.8938931 0.8081841 0.8055556 0.8262758
##  [9304] 0.8784838 0.8622881 0.8581081 0.8811966 0.8864060 0.8835616 0.8233658
##  [9311] 0.8170732 0.8312057 0.8774259 0.8613065 0.8724900 0.7901354 0.7939189
##  [9318] 0.7917861 0.8812020 0.8826056 0.8869180 0.7638408 0.7622610 0.8891001
##  [9325] 0.8947033 0.8903266 0.8885370 0.8803763 0.8804645 0.8364611 0.8303411
##  [9332] 0.8277920 0.8351449 0.8232558 0.8369260 0.8281938 0.8250751 0.8338392
##  [9339] 0.8997632 0.9074222 0.9028309 0.9250234 0.9226306 0.9183874 0.8345376
##  [9346] 0.8347107 0.8289280 0.9036545 0.9055614 0.9114471 0.8942808 0.8834311
##  [9353] 0.8953301 0.9169899 0.9156181 0.9088905 0.7884477 0.7947908 0.7744361
##  [9360] 0.9152915 0.9201350 0.9212051 0.8043893 0.8126065 0.8264925 0.8231753
##  [9367] 0.8286367 0.8313878 0.9117232 0.9213650 0.9161119 0.8756757 0.8876652
##  [9374] 0.8796053 0.7883642 0.7903084 0.7850697 0.8900524 0.9042553 0.8905054
##  [9381] 0.8271812 0.8224066 0.8363832 0.8581158 0.8439182 0.8384880 0.8676471
##  [9388] 0.8853681 0.8690373 0.8016997 0.7958621 0.8049311 0.8774259 0.8578629
##  [9395] 0.8529111 0.8186969 0.8352365 0.8468551 0.8653437 0.8810036 0.8769575
##  [9402] 0.7729862 0.8966376 0.9015056 0.9003021 0.8863779 0.8848445 0.8835017
##  [9409] 0.8452797 0.8494343 0.8354219 0.8348214 0.8401084 0.8472095 0.8339350
##  [9416] 0.8429511 0.8448404 0.9020979 0.9105181 0.9033962 0.9273229 0.9270833
##  [9423] 0.9188406 0.8466431 0.8421829 0.8471429 0.9185423 0.9118852 0.8980687
##  [9430] 0.8978723 0.8898488 0.8995253 0.9190222 0.9152047 0.8981685 0.7913105
##  [9437] 0.7987568 0.8024691 0.9135135 0.9265351 0.9155251 0.8178439 0.8075949
##  [9444] 0.8390909 0.8360294 0.8337079 0.8452758 0.9128920 0.9185022 0.9121532
##  [9451] 0.8901430 0.8900145 0.8883150 0.8016461 0.7979275 0.7990392 0.8972854
##  [9458] 0.9088872 0.8995502 0.8308581 0.8193760 0.8285410 0.8736264 0.8506835
##  [9465] 0.8406285 0.8783784 0.8914234 0.8797629 0.8109798 0.8130464 0.8185684
##  [9472] 0.8695652 0.8616601 0.8602794 0.8433515 0.8396151 0.8380090 0.8671329
##  [9479] 0.8841808 0.8761975 0.8990385 0.8937080 0.8980070 0.8864602 0.8892425
##  [9486] 0.8844156 0.8365628 0.8396306 0.8293076 0.8293310 0.8313043 0.8359788
##  [9493] 0.8303073 0.8307255 0.8415771 0.9032018 0.9137284 0.9130747 0.9236172
##  [9500] 0.9232852 0.9113573 0.8387097 0.8332140 0.8391123 0.9102956 0.9074976
##  [9507] 0.9097292 0.8947798 0.8944099 0.9032502 0.9186217 0.9164912 0.9093445
##  [9514] 0.7899449 0.7915726 0.8065642 0.9154786 0.9221992 0.9255319 0.8160000
##  [9521] 0.8053528 0.8251318 0.8255897 0.8222870 0.8258427 0.9127517 0.9211823
##  [9528] 0.9113520 0.8852578 0.8884240 0.8848561 0.7968254 0.7849372 0.7793427
##  [9535] 0.8922750 0.9112384 0.8919507 0.8333333 0.8250980 0.8469185 0.8768116
##  [9542] 0.8538767 0.8542977 0.8752026 0.8864629 0.8792545 0.7869863 0.7913907
##  [9549] 0.8031878 0.8738050 0.8522727 0.8541468 0.8353765 0.8335913 0.8483290
##  [9556] 0.8663968 0.8705234 0.8774788 0.7729154 0.7893845 0.7865818 0.8020274
##  [9563] 0.7833026 0.9220183 0.9128137 0.9147189 0.9081769 0.9001368 0.9135802
##  [9570] 0.9069899 0.9097143 0.9037901 0.8334453 0.8290014 0.8255122 0.9226320
##  [9577] 0.9302496 0.9166667 0.8726225 0.8779621 0.8712871 0.9258662 0.9180328
##  [9584] 0.9157303 0.8191101 0.7763934 0.7998600 0.8321021 0.8290155 0.8183581
##  [9591] 0.8784684 0.8652913 0.8789773 0.9299517 0.9266886 0.9294118 0.9008264
##  [9598] 0.9041009 0.9108844 0.8828354 0.8803571 0.8781381 0.8268991 0.8368932
##  [9605] 0.8190533 0.7844595 0.7895765 0.7886323 0.8840125 0.8835394 0.8733786
##  [9612] 0.8051014 0.8210040 0.7948890 0.9105131 0.9116739 0.9228442 0.9225240
##  [9619] 0.9100000 0.9178628 0.8225232 0.8514925 0.8244111 0.8732004 0.8900106
##  [9626] 0.8783099 0.8924731 0.8851964 0.8944193 0.9193220 0.9174817 0.9186281
##  [9633] 0.8736964 0.8753692 0.8800727 0.7678468 0.7825322 0.7944209 0.7939729
##  [9640] 0.9194943 0.9137701 0.9149616 0.9076087 0.8956159 0.9108014 0.9027460
##  [9647] 0.9098787 0.9096774 0.8326531 0.8321823 0.8285524 0.9230205 0.9186747
##  [9654] 0.9202733 0.8684211 0.8723660 0.8750000 0.9245902 0.9192399 0.9195776
##  [9661] 0.8224024 0.7949053 0.8019802 0.8469799 0.8297315 0.8304207 0.8782950
##  [9668] 0.8725610 0.8775158 0.9269893 0.9226891 0.9263068 0.9070090 0.9063098
##  [9675] 0.9110958 0.8820391 0.8835534 0.8838676 0.8297739 0.8399739 0.8302340
##  [9682] 0.7937585 0.7961992 0.7734706 0.8789038 0.8914323 0.8828996 0.8007968
##  [9689] 0.8176944 0.8041864 0.9134555 0.9139114 0.9207692 0.9176854 0.9110764
##  [9696] 0.9190939 0.8223827 0.8412214 0.8259928 0.8717087 0.8899624 0.8863765
##  [9703] 0.8975950 0.8884645 0.8935681 0.9159201 0.9143921 0.9174625 0.8787172
##  [9710] 0.8831554 0.8750769 0.7943820 0.8040698 0.7923855 0.9168266 0.9134060
##  [9717] 0.9078541 0.9096229 0.8989362 0.9141717 0.9058370 0.9145394 0.9113495
##  [9724] 0.8424125 0.8481675 0.8353542 0.9229692 0.9219198 0.9226879 0.8722566
##  [9731] 0.8689575 0.8690205 0.9261275 0.9185520 0.9213570 0.8219081 0.7992472
##  [9738] 0.8238826 0.8456072 0.8421709 0.8275000 0.8798051 0.8744131 0.8778456
##  [9745] 0.9292379 0.9269261 0.9321486 0.9047302 0.9062500 0.9101124 0.8777268
##  [9752] 0.8810905 0.8799796 0.8424206 0.8511831 0.8241118 0.7967427 0.8027638
##  [9759] 0.7825581 0.8819572 0.8814204 0.8783703 0.8019169 0.8143596 0.8113695
##  [9766] 0.9137826 0.9148681 0.9208211 0.9204019 0.9099702 0.9208909 0.8227147
##  [9773] 0.8516643 0.8461538 0.8746623 0.8823222 0.8809001 0.9011799 0.8851500
##  [9780] 0.8892150 0.9111406 0.9094724 0.9126724 0.8796400 0.8902786 0.8721760
##  [9787] 0.7586420 0.7584481 0.9041916 0.8998665 0.8988476 0.8919837 0.8842689
##  [9794] 0.8932310 0.9015280 0.8978650 0.8961877 0.8414390 0.8308322 0.8303748
##  [9801] 0.9242970 0.9311355 0.9208364 0.8495887 0.8550725 0.8527499 0.9181524
##  [9808] 0.9190031 0.9149960 0.8304473 0.7822686 0.8026499 0.8416500 0.8404869
##  [9815] 0.8254172 0.8647587 0.8688822 0.8681948 0.9248788 0.9268092 0.9277311
##  [9822] 0.8971705 0.9049118 0.9058020 0.8589360 0.8629227 0.8573709 0.8343634
##  [9829] 0.8497442 0.8290801 0.7723245 0.7763158 0.7557716 0.8649682 0.8734426
##  [9836] 0.8665425 0.8146468 0.8243421 0.8087649 0.9030837 0.9104385 0.9188779
##  [9843] 0.9235060 0.9143076 0.9154030 0.8143369 0.8263519 0.8024691 0.8670745
##  [9850] 0.8691184 0.8778153 0.8909370 0.8760456 0.8776758 0.9015829 0.9042027
##  [9857] 0.9062500 0.8659674 0.8741878 0.8747720 0.7678804 0.9012694 0.8974540
##  [9864] 0.8912305 0.8882480 0.8783186 0.8886414 0.8956470 0.9010260 0.8945746
##  [9871] 0.8421053 0.8334530 0.8352860 0.9281895 0.9263323 0.9195219 0.8420074
##  [9878] 0.8468411 0.8481643 0.9212121 0.9201995 0.9187340 0.8224443 0.7840055
##  [9885] 0.8064516 0.8374384 0.8276567 0.8283984 0.8676815 0.8664971 0.8713345
##  [9892] 0.9237435 0.9229407 0.9287004 0.8912564 0.8896366 0.9028986 0.8596491
##  [9899] 0.8667088 0.8661157 0.8308393 0.8469319 0.8327138 0.7849539 0.7794624
##  [9906] 0.7847395 0.8735862 0.8750000 0.8720779 0.8041237 0.8232848 0.8151494
##  [9913] 0.9024552 0.8973009 0.9094617 0.9130060 0.9125102 0.9145299 0.8098859
##  [9920] 0.8242915 0.8163885 0.8680999 0.8727477 0.8773585 0.8866064 0.8762136
##  [9927] 0.8824959 0.9008023 0.9029316 0.9081120 0.8718104 0.8783951 0.8726807
##  [9934] 0.9056469 0.8978417 0.9013699 0.8868479 0.8783784 0.8905660 0.9006024
##  [9941] 0.8980344 0.9017413 0.8357245 0.8118959 0.8163701 0.9113924 0.9099026
##  [9948] 0.9061728 0.8509046 0.8575096 0.8484848 0.9106345 0.9062769 0.8945487
##  [9955] 0.8130915 0.7713885 0.7889561 0.8367931 0.8268698 0.8154803 0.8648810
##  [9962] 0.8641656 0.8650794 0.9122650 0.9131627 0.9169001 0.8873874 0.8898769
##  [9969] 0.9025830 0.8454604 0.8548283 0.8583474 0.8200000 0.8344875 0.8149330
##  [9976] 0.7691746 0.7639972 0.7591522 0.8666667 0.8573466 0.8637874 0.7868272
##  [9983] 0.8030086 0.7936736 0.9043771 0.9027963 0.9074229 0.9166667 0.9050420
##  [9990] 0.9058099 0.7899292 0.8144759 0.8051442 0.8713278 0.8759249 0.8713169
##  [9997] 0.8802698 0.8621554 0.8676717 0.9093589 0.9084321 0.9030837 0.8541014
## [10004] 0.8613232 0.8593031 0.7246531 0.7342657 0.7690700 0.7612420 0.7843348
## [10011] 0.8028962 0.8027938 0.7991597 0.9238494 0.9222222 0.9254457 0.9221992
## [10018] 0.9229122 0.9170306 0.8102767 0.8210784 0.8037007 0.9043478 0.9064327
## [10025] 0.9024390 0.9155060 0.9165391 0.9178082 0.9346567 0.9348509 0.9317300
## [10032] 0.8523392 0.8510121 0.8607784 0.9147095 0.9174079 0.9213630 0.8457661
## [10039] 0.8424842 0.8613861 0.8036154 0.7962963 0.8128942 0.9385185 0.9384858
## [10046] 0.9310830 0.9049553 0.9101472 0.8992409 0.8259717 0.8319483 0.8214592
## [10053] 0.9131122 0.9224556 0.9070905 0.8229927 0.8114234 0.8471564 0.8981595
## [10060] 0.8870968 0.8924205 0.8920664 0.8965517 0.8884758 0.8596112 0.8601253
## [10067] 0.8575668 0.8661327 0.8483146 0.8479001 0.7696448 0.7834101 0.7922756
## [10074] 0.8841555 0.8967350 0.8860558 0.7320000 0.7589474 0.7797682 0.7687296
## [10081] 0.8097522 0.8127036 0.8113051 0.9193955 0.9213675 0.9176183 0.9267286
## [10088] 0.9229947 0.9206522 0.8094862 0.8163934 0.8115016 0.9125616 0.9039813
## [10095] 0.9092010 0.9145775 0.9057187 0.9085418 0.9320630 0.9290221 0.9267913
## [10102] 0.8507681 0.8520614 0.8557476 0.9134734 0.9229798 0.9214660 0.8377282
## [10109] 0.8415842 0.8637710 0.7988458 0.7974790 0.8071780 0.9322413 0.9410377
## [10116] 0.9303797 0.9023596 0.9051322 0.8977901 0.8219663 0.8321033 0.8246364
## [10123] 0.9045346 0.9163961 0.9044898 0.8295558 0.8233184 0.8527680 0.8996328
## [10130] 0.8948571 0.8939024 0.8776844 0.8910387 0.8823529 0.8694722 0.8641719
## [10137] 0.8644068 0.8649886 0.8574610 0.8597082 0.7790822 0.7779833 0.7746032
## [10144] 0.8800600 0.8892284 0.8744972 0.7601586 0.7675351 0.7915832 0.8138298
## [10151] 0.8102644 0.8041401 0.9205719 0.9207120 0.9146625 0.9266409 0.9242273
## [10158] 0.9187817 0.8018223 0.8072384 0.8082506 0.9172336 0.9102703 0.9079686
## [10165] 0.9171030 0.9058824 0.9165316 0.9308720 0.9328358 0.9267209 0.8429577
## [10172] 0.8407148 0.8416848 0.9217687 0.9256678 0.9243697 0.8400000 0.8424191
## [10179] 0.8602050 0.7922591 0.7820097 0.7872340 0.9311568 0.9370787 0.9229209
## [10186] 0.8924396 0.9037037 0.8931652 0.8148774 0.8314410 0.8234337 0.9055891
## [10193] 0.9193548 0.9013209 0.8270224 0.8251273 0.8480176 0.8953356 0.8875803
## [10200] 0.8937853 0.8863636 0.8911175 0.8819383 0.8461003 0.8509066 0.8519573
## [10207] 0.8704883 0.8490566 0.8486772 0.7936508 0.7694346 0.7929342 0.8790265
## [10214] 0.8861314 0.8847612 0.7364341 0.7364253 0.8317460 0.8198198 0.8244592
## [10221] 0.9108062 0.9088519 0.9065109 0.9163136 0.9108911 0.9119287 0.8191911
## [10228] 0.8128120 0.8297534 0.8939974 0.8900966 0.8838384 0.8954938 0.8975571
## [10235] 0.8994709 0.9165247 0.9202899 0.9198413 0.8420268 0.8433636 0.8486239
## [10242] 0.9019108 0.9128739 0.9109312 0.8372812 0.8465032 0.8625878 0.8009992
## [10249] 0.7883462 0.8082386 0.9207921 0.9351481 0.9210904 0.8936877 0.8916335
## [10256] 0.8888107 0.8074478 0.8205855 0.8251082 0.8943089 0.9071310 0.8930660
## [10263] 0.8375912 0.8280543 0.8428053 0.8905660 0.8797170 0.8875000 0.8649425
## [10270] 0.8751312 0.8664745 0.8512821 0.8496454 0.8601346 0.8434164 0.8267442
## [10277] 0.8383721 0.8111814 0.8014706 0.8014706 0.8793627 0.8799688 0.8709150
## [10284] 0.7459954 0.8279483 0.8254756 0.8272957 0.8946903 0.8913043 0.8907057
## [10291] 0.9001098 0.8913043 0.8908246 0.8055330 0.8155013 0.8114754 0.8793103
## [10298] 0.8775000 0.8599736 0.8922625 0.8878128 0.8945946 0.9140625 0.9099917
## [10305] 0.9096827 0.8482344 0.8406040 0.8443580 0.8860927 0.8850889 0.8929577
## [10312] 0.8422153 0.8402971 0.8607984 0.7819742 0.7834061 0.8104810 0.9144635
## [10319] 0.9244043 0.9135531 0.8861512 0.8879870 0.8791367 0.8125000 0.8282443
## [10326] 0.8145519 0.8860233 0.8999152 0.8826050 0.8430286 0.8236380 0.8472906
## [10333] 0.8803641 0.8670732 0.8758085 0.8632812 0.8735263 0.8637255 0.8429319
## [10340] 0.8539728 0.8447348 0.8265683 0.8195938 0.8131068 0.8004338 0.8098330
## [10347] 0.8046958 0.8589342 0.8599034 0.8601340 0.8360522 0.8386023 0.8327645
## [10354] 0.9101423 0.9031079 0.9132302 0.9145394 0.9187643 0.9098361 0.8241042
## [10361] 0.8258284 0.8321048 0.8935310 0.8978562 0.8902116 0.9050445 0.9045307
## [10368] 0.9003656 0.9255692 0.9217970 0.9195402 0.8559515 0.8471986 0.8577013
## [10375] 0.9077540 0.9089655 0.9145299 0.8318966 0.8476011 0.8644421 0.8117547
## [10382] 0.8033217 0.8243341 0.9281250 0.9344942 0.9216556 0.8914729 0.8949097
## [10389] 0.8940159 0.8334867 0.8299320 0.8389381 0.8949580 0.9202714 0.8965517
## [10396] 0.8524743 0.8415199 0.8571429 0.8884462 0.8799505 0.8793103 0.8679245
## [10403] 0.8824810 0.8773492 0.8617339 0.8670977 0.8684009 0.8331242 0.8300971
## [10410] 0.8408262 0.7977778 0.8167293 0.7929515 0.8768627 0.8819277 0.8726813
## [10417] 0.7366522 0.7321560 0.9133425 0.9178845 0.9134809 0.9470774 0.9370401
## [10424] 0.9398186 0.8264840 0.8357909 0.8259723 0.9338169 0.9350087 0.9367765
## [10431] 0.9154303 0.9135410 0.9135286 0.9230769 0.9230267 0.9170447 0.8443893
## [10438] 0.8354861 0.8396166 0.9412827 0.9457222 0.9472196 0.8214578 0.8182498
## [10445] 0.8336026 0.8333333 0.8374916 0.8326483 0.9185974 0.9259987 0.9183065
## [10452] 0.9002009 0.9018722 0.8959673 0.8230602 0.8408922 0.8210750 0.9070681
## [10459] 0.9218543 0.9092728 0.7899160 0.7877644 0.8365473 0.8952734 0.8829787
## [10466] 0.8857939 0.8917717 0.9092344 0.8938382 0.8357099 0.8347407 0.8348158
## [10473] 0.9035836 0.8850380 0.8831058 0.8015013 0.7846386 0.8047776 0.8831250
## [10480] 0.8865519 0.8883049 0.7420074 0.9228095 0.9244884 0.9183118 0.9423233
## [10487] 0.9425000 0.9364407 0.8360764 0.8210090 0.8175676 0.9348837 0.9379433
## [10494] 0.9349817 0.9134396 0.9089727 0.9092857 0.9273859 0.9292796 0.9167768
## [10501] 0.8428030 0.8455731 0.8461538 0.9395911 0.9451277 0.9446064 0.8247078
## [10508] 0.8157492 0.8436989 0.8337856 0.8380233 0.8217941 0.9218055 0.9294744
## [10515] 0.9200485 0.9003413 0.9084967 0.8933889 0.8189911 0.8406677 0.8255564
## [10522] 0.9080613 0.9209459 0.9110659 0.7951901 0.7901614 0.8372531 0.9016083
## [10529] 0.8887884 0.8908918 0.8900682 0.9034091 0.8921792 0.8383648 0.8330264
## [10536] 0.8493937 0.9000000 0.8751092 0.8828671 0.8044218 0.7971125 0.8264463
## [10543] 0.8829517 0.8936170 0.8941411 0.9189765 0.9143687 0.9152189 0.9444905
## [10550] 0.9518581 0.9394987 0.8345613 0.8411602 0.8301630 0.9249278 0.9275894
## [10557] 0.9352720 0.9107143 0.9058355 0.9114016 0.9236749 0.9228687 0.9159381
## [10564] 0.8407193 0.8401122 0.8455979 0.9400000 0.9446602 0.9420000 0.8144330
## [10571] 0.8117188 0.8458333 0.8281358 0.8340336 0.8351449 0.9266409 0.9259511
## [10578] 0.9180025 0.8983994 0.9031396 0.8915809 0.8231753 0.8416988 0.8347826
## [10585] 0.9040816 0.9209078 0.9063151 0.7916006 0.7855460 0.8305905 0.8967868
## [10592] 0.8807083 0.8879142 0.8919753 0.9020747 0.8855140 0.8443456 0.8445404
## [10599] 0.8503886 0.8984726 0.8760036 0.8888889 0.7933450 0.7870515 0.8000000
## [10606] 0.8837209 0.8909330 0.8898708 0.7506925 0.7626527 0.8701299 0.8897877
## [10613] 0.8755187 0.8816527 0.8704930 0.8848870 0.8969422 0.8909287 0.8841395
## [10620] 0.7988561 0.8161822 0.8073879 0.8072602 0.8181077 0.8162772 0.8875502
## [10627] 0.8774146 0.8952772 0.8964733 0.8881037 0.9081146 0.8965210 0.8958333
## [10634] 0.8979592 0.8871316 0.8906706 0.8982110 0.8095238 0.8251634 0.8276364
## [10641] 0.8109001 0.8233909 0.8260264 0.8924396 0.8913399 0.8968373 0.8103728
## [10648] 0.8096828 0.7968094 0.9160784 0.9149265 0.9076923 0.9000000 0.9024896
## [10655] 0.8984547 0.8277425 0.8476562 0.8500000 0.8893307 0.8994911 0.8972973
## [10662] 0.8835052 0.8705763 0.8806876 0.9157155 0.9246002 0.9186147 0.8734897
## [10669] 0.8706140 0.8669202 0.7382246 0.8782961 0.8799582 0.8746015 0.8795438
## [10676] 0.8764881 0.8820144 0.8913551 0.8903654 0.8885057 0.8102119 0.8000000
## [10683] 0.8041330 0.7944840 0.7962806 0.7956631 0.8916723 0.8935220 0.8942241
## [10690] 0.8921454 0.8980815 0.9052891 0.8971793 0.9035656 0.9045905 0.8801471
## [10697] 0.8894659 0.8959248 0.7990392 0.8126050 0.8067669 0.8089226 0.8025995
## [10704] 0.8196023 0.8999212 0.8872180 0.8982402 0.7884131 0.8015398 0.7820069
## [10711] 0.9144000 0.9183673 0.9029536 0.9108352 0.9091869 0.9079686 0.8313364
## [10718] 0.8426854 0.8359447 0.8897108 0.9021249 0.9000684 0.8804233 0.8683938
## [10725] 0.8822314 0.9206066 0.9214619 0.9177719 0.8712012 0.8690476 0.8669760
## [10732] 0.8664085 0.8777120 0.8714859 0.8795346 0.8774056 0.8733473 0.8857143
## [10739] 0.8885417 0.8831169 0.8181818 0.7885670 0.8169492 0.7925170 0.7943320
## [10746] 0.7956903 0.8976684 0.8889685 0.8951236 0.8937568 0.8881356 0.9098174
## [10753] 0.8991379 0.9033256 0.8995708 0.8801128 0.8914123 0.8886184 0.7970792
## [10760] 0.8080645 0.8002905 0.8045234 0.8088235 0.8106061 0.8990203 0.8939034
## [10767] 0.8933824 0.7926341 0.8061889 0.7876543 0.9145038 0.9191011 0.9081028
## [10774] 0.9077413 0.9096326 0.9130890 0.8337708 0.8468809 0.8411867 0.8842653
## [10781] 0.8944410 0.8941799 0.8803589 0.8645731 0.8654797 0.9204064 0.9236471
## [10788] 0.9186242 0.8620448 0.8654259 0.8641425 0.7612809 0.7337368 0.9277204
## [10795] 0.9212730 0.9258065 0.8101473 0.8127854 0.8041734 0.8756937 0.9100346
## [10802] 0.9030663 0.8804348 0.8982585 0.9069767 0.9206712 0.9075194 0.9202212
## [10809] 0.8009950 0.8105802 0.8134991 0.9168490 0.9072464 0.8907469 0.8946474
## [10816] 0.8999137 0.9046263 0.8982759 0.8992606 0.8983051 0.9075092 0.9103568
## [10823] 0.9229619 0.9139685 0.9053254 0.9027027 0.8960217 0.8929577 0.8915888
## [10830] 0.9221273 0.9316081 0.9064171 0.9041298 0.8935880 0.8923304 0.8989474
## [10837] 0.9062134 0.9053628 0.9166035 0.9167275 0.9271882 0.8516484 0.8522427
## [10844] 0.8471850 0.9284165 0.9409091 0.9374337 0.8632116 0.8441674 0.8554328
## [10851] 0.7743902 0.9301381 0.9236707 0.9264463 0.8075601 0.8161648 0.8093645
## [10858] 0.9025756 0.9093333 0.9042770 0.8821138 0.9044049 0.9111722 0.9245136
## [10865] 0.9144621 0.9224556 0.8144330 0.8206039 0.8130841 0.9112628 0.9150198
## [10872] 0.8917051 0.9040622 0.9076517 0.9219757 0.9088519 0.9116541 0.9081967
## [10879] 0.9077213 0.9096601 0.9210123 0.9102197 0.9099190 0.9068266 0.9030471
## [10886] 0.9106464 0.9008580 0.9227761 0.9284351 0.9005602 0.8975155 0.8901569
## [10893] 0.8919753 0.9048649 0.9090909 0.9126214 0.9110764 0.9243323 0.9192646
## [10900] 0.8412698 0.8391123 0.8465830 0.9329609 0.9380863 0.9316428 0.8622493
## [10907] 0.8447489 0.8465205 0.9275720 0.9218071 0.9210747 0.8049209 0.8177419
## [10914] 0.8209459 0.8767442 0.9042457 0.9028926 0.8861538 0.8968481 0.9039179
## [10921] 0.9142857 0.9075404 0.9215686 0.8077601 0.7985213 0.8193916 0.9060325
## [10928] 0.9050505 0.8938156 0.8951542 0.8966757 0.9029412 0.8999106 0.8989413
## [10935] 0.9044057 0.9106464 0.9095023 0.9151090 0.9079457 0.9052523 0.9035581
## [10942] 0.8914070 0.8923679 0.8973863 0.9152542 0.9212062 0.9017094 0.8969889
## [10949] 0.8927536 0.8825397 0.8973510 0.8980100 0.9016575 0.9152276 0.9211119
## [10956] 0.9227053 0.8362832 0.8293030 0.8183140 0.9245714 0.9382716 0.9317673
## [10963] 0.8544809 0.8330224 0.8388350 0.7262164 0.7391304 0.9154545 0.9146341
## [10970] 0.9148746 0.8803936 0.8516301 0.8652738 0.9032922 0.8938992 0.8923885
## [10977] 0.8309509 0.8397049 0.8420720 0.9249548 0.9281106 0.9332079 0.8660436
## [10984] 0.8625356 0.8778802 0.8125000 0.8116041 0.7972406 0.9003783 0.9041005
## [10991] 0.8943237 0.8542818 0.8577128 0.8399270 0.8167388 0.8265078 0.8073654
## [10998] 0.8723262 0.8824728 0.8638239 0.8596866 0.8471926 0.8786026 0.9117912
## [11005] 0.8981881 0.9016245 0.8422665 0.8644481 0.8434382 0.8473236 0.8315348
## [11012] 0.8460100 0.8688097 0.8658744 0.8598452 0.8236246 0.8060029 0.8312102
## [11019] 0.8746101 0.8750000 0.8763971 0.7291362 0.9114533 0.9127640 0.9139887
## [11026] 0.8709163 0.8641638 0.8675150 0.8974175 0.8916494 0.8809360 0.8384419
## [11033] 0.8480663 0.8447489 0.9225621 0.9279455 0.9269269 0.8629690 0.8595840
## [11040] 0.8653690 0.8118467 0.8217544 0.7924177 0.8992147 0.9007581 0.8978193
## [11047] 0.8600999 0.8587181 0.8431619 0.8099548 0.8236208 0.8186453 0.8675958
## [11054] 0.8836389 0.8691323 0.8583086 0.8546256 0.8747698 0.9096958 0.8964578
## [11061] 0.9000000 0.8344051 0.8582408 0.8467678 0.8442623 0.8387692 0.8502571
## [11068] 0.8706740 0.8614835 0.8592058 0.8302521 0.8113636 0.8341625 0.8761290
## [11075] 0.8765677 0.8711446 0.9140481 0.9103815 0.9174229 0.8804598 0.8536913
## [11082] 0.8626735 0.9020833 0.8933602 0.8844355 0.8334377 0.8463612 0.8350449
## [11089] 0.9237132 0.9299065 0.9300096 0.8587302 0.8566256 0.8761682 0.8053279
## [11096] 0.8158076 0.7986699 0.8985322 0.9022103 0.8897734 0.8580376 0.8613530
## [11103] 0.8494820 0.8177843 0.8381805 0.8275862 0.8692412 0.8825549 0.8715470
## [11110] 0.8512337 0.8410405 0.8726625 0.9083410 0.9042646 0.9010082 0.8355417
## [11117] 0.8586777 0.8430458 0.8449231 0.8339372 0.8536585 0.8746713 0.8647717
## [11124] 0.8576419 0.8267974 0.8252003 0.8362761 0.8667513 0.8750000 0.8704075
## [11131] 0.7855750 0.7698745 0.8883117 0.9002991 0.8981481 0.8896473 0.9023109
## [11138] 0.9176829 0.9117647 0.9072063 0.9108911 0.8084211 0.7892377 0.7890995
## [11145] 0.8893333 0.9043870 0.8871182 0.8893204 0.8853440 0.9005569 0.9127061
## [11152] 0.9092827 0.9146451 0.8955224 0.9071856 0.9163851 0.8957655 0.8931475
## [11159] 0.8947917 0.8996898 0.9046088 0.8911638 0.9121246 0.9141304 0.8909396
## [11166] 0.8687259 0.8546410 0.8620690 0.8887500 0.8802309 0.8838384 0.9081545
## [11173] 0.9166667 0.9094139 0.8129371 0.8056951 0.7982906 0.9094488 0.9276596
## [11180] 0.9166667 0.8676894 0.8669315 0.8556375 0.7813688 0.8722084 0.8958930
## [11187] 0.9004376 0.8947368 0.9074627 0.9113924 0.9129353 0.9056604 0.9140155
## [11194] 0.8187023 0.8163673 0.8200837 0.8993789 0.9051173 0.8917910 0.8957565
## [11201] 0.8879392 0.9037433 0.9149723 0.9097292 0.9101124 0.8955375 0.9077069
## [11208] 0.9155844 0.9036885 0.8896247 0.8959366 0.8962451 0.8871636 0.8936605
## [11215] 0.9181532 0.9243354 0.8913043 0.8750000 0.8901099 0.8728223 0.8799049
## [11222] 0.8721088 0.8924350 0.9067657 0.9150275 0.9144068 0.8231511 0.8269525
## [11229] 0.8333333 0.9059406 0.9239351 0.9154589 0.8689276 0.8628571 0.8632735
## [11236] 0.8894536 0.8955665 0.8964733 0.8967814 0.9063786 0.9082661 0.9084688
## [11243] 0.8992172 0.9113475 0.8008214 0.8152866 0.7977273 0.8948052 0.9014396
## [11250] 0.9039693 0.8805395 0.8862745 0.9019608 0.9121299 0.9132231 0.9102222
## [11257] 0.8916930 0.9001976 0.9094719 0.8930481 0.8890160 0.8933333 0.9048583
## [11264] 0.8971368 0.8955696 0.9114754 0.9122995 0.8923328 0.8814815 0.8686869
## [11271] 0.8750000 0.8802469 0.8769448 0.8905289 0.9067797 0.9152542 0.9089317
## [11278] 0.8024055 0.7976974 0.8043118 0.9157088 0.9290188 0.9171895 0.8635071
## [11285] 0.8626104 0.8535826 0.7653333 0.7766798 0.8249534 0.8179396 0.8292894
## [11292] 0.8827786 0.8766129 0.8860759 0.8891786 0.8882907 0.8899721 0.8898810
## [11299] 0.8976378 0.8793619 0.8775510 0.8927445 0.8902196 0.8245614 0.8287489
## [11306] 0.8236220 0.7981818 0.7907180 0.8113636 0.8872758 0.8746594 0.8737458
## [11313] 0.7914056 0.7944700 0.7957875 0.9112834 0.9137785 0.8923977 0.8806162
## [11320] 0.9005848 0.8986233 0.8107287 0.8226164 0.8264794 0.8839542 0.8943759
## [11327] 0.8916545 0.8713450 0.8634812 0.8735763 0.9176357 0.9216667 0.9166667
## [11334] 0.8697997 0.8683584 0.8670520 0.7625000 0.8220141 0.8099548 0.8020990
## [11341] 0.8664557 0.8674033 0.8776561 0.9140316 0.9028630 0.9158879 0.8894309
## [11348] 0.8935389 0.9040767 0.8645904 0.8714969 0.8728664 0.8202568 0.8288490
## [11355] 0.8067169 0.7557494 0.7638573 0.7518900 0.8759971 0.8793363 0.8727016
## [11362] 0.7762452 0.7803922 0.7622821 0.9113833 0.9072753 0.9115770 0.9029412
## [11369] 0.8988868 0.9026290 0.8070470 0.8143116 0.8072391 0.8711695 0.8753781
## [11376] 0.8833228 0.8746518 0.8662420 0.8670944 0.9131474 0.9132581 0.9132492
## [11383] 0.8641484 0.8719677 0.8654520 0.8293103 0.8322422 0.8149058 0.8820723
## [11390] 0.8753776 0.8828070 0.9015064 0.9010727 0.9015990 0.8904110 0.8930612
## [11397] 0.9038634 0.8795888 0.8872404 0.8898678 0.8339798 0.8316832 0.8222222
## [11404] 0.7901024 0.7903358 0.7978339 0.8781075 0.8828452 0.8796584 0.7939950
## [11411] 0.8020478 0.7919521 0.9102564 0.9117415 0.9055614 0.9049774 0.8966986
## [11418] 0.8946772 0.7975402 0.8195719 0.8157156 0.8831870 0.8923476 0.8919477
## [11425] 0.8676628 0.8617464 0.8779731 0.9130824 0.9157566 0.9054416 0.8731074
## [11432] 0.8842491 0.8725038 0.7651064 0.7659396 0.9023747 0.8915751 0.9066306
## [11439] 0.8992072 0.8961494 0.9083333 0.8996448 0.8995215 0.9068541 0.9022663
## [11446] 0.9090909 0.9077581 0.7976378 0.7919463 0.7919162 0.8304947 0.8373354
## [11453] 0.8270833 0.9095785 0.9049154 0.9101040 0.8145161 0.8129676 0.8061564
## [11460] 0.9170579 0.9167309 0.9123344 0.9134721 0.9060888 0.9130435 0.8458111
## [11467] 0.8579710 0.8553682 0.8945982 0.9024081 0.9084836 0.8939857 0.8920792
## [11474] 0.8965174 0.9327006 0.9344386 0.9316823 0.8768577 0.8691520 0.8807202
## [11481] 0.7630522 0.8968810 0.8975610 0.9044213 0.9156250 0.9003250 0.9176729
## [11488] 0.9109076 0.9137931 0.9157721 0.9001359 0.9111415 0.9063604 0.7788829
## [11495] 0.7879518 0.7804348 0.8213729 0.8318452 0.8137652 0.9101534 0.9132420
## [11502] 0.9114103 0.8115830 0.8137876 0.8110672 0.9197026 0.9137804 0.9201521
## [11509] 0.9261134 0.9165067 0.9212916 0.8351836 0.8564899 0.8473282 0.9005664
## [11516] 0.9064967 0.9118211 0.8946360 0.8938547 0.8980355 0.9286300 0.9346264
## [11523] 0.9311741 0.8803245 0.8762170 0.8818052 0.8834395 0.8820656 0.8935756
## [11530] 0.9129098 0.9082278 0.9112554 0.9042904 0.9029126 0.9064807 0.8865489
## [11537] 0.8982240 0.9016969 0.7785336 0.7874703 0.7818312 0.8113354 0.8169643
## [11544] 0.8083110 0.9011628 0.8996960 0.9019054 0.8053640 0.8212898 0.8047059
## [11551] 0.9137168 0.9150327 0.9155722 0.9265144 0.9180791 0.9099099 0.8428094
## [11558] 0.8518519 0.8421495 0.8872796 0.8943534 0.9011480 0.8976526 0.8907254
## [11565] 0.8968692 0.9297821 0.9294872 0.9314195 0.8759222 0.8686030 0.8763326
## [11572] 0.7376934 0.7496706 0.9198966 0.9284468 0.9236984 0.8380443 0.8270995
## [11579] 0.8491704 0.8248877 0.8348387 0.8178184 0.8956044 0.9031847 0.8976744
## [11586] 0.8665352 0.8715190 0.8633218 0.7899219 0.7853442 0.7769231 0.8762027
## [11593] 0.8903310 0.8836151 0.8470588 0.8309078 0.8711297 0.8765432 0.8617472
## [11600] 0.8684907 0.8589001 0.8755760 0.8658009 0.7750000 0.7697007 0.7919294
## [11607] 0.8739703 0.8553922 0.8626329 0.8527190 0.8462585 0.8465011 0.8533742
## [11614] 0.8653846 0.8613607 0.7688513 0.9057540 0.9132190 0.9117342 0.8117953
## [11621] 0.8186083 0.8367174 0.8285714 0.8270730 0.8355583 0.8961385 0.9006298
## [11628] 0.8885350 0.8568314 0.8666667 0.8617886 0.7821317 0.7856561 0.7921391
## [11635] 0.8757022 0.8880171 0.8750000 0.8372985 0.8247896 0.8491835 0.8724900
## [11642] 0.8537055 0.8541033 0.8564555 0.8671268 0.8677291 0.7651877 0.7694848
## [11649] 0.7835975 0.8582160 0.8489871 0.8507878 0.8445946 0.8513011 0.8473728
## [11656] 0.8569528 0.8577263 0.8546224 0.9232143 0.9311594 0.9222846 0.8328051
## [11663] 0.8321274 0.8524845 0.8146179 0.8365321 0.8291836 0.9021197 0.9122807
## [11670] 0.9026128 0.8781794 0.8748379 0.8661557 0.7940320 0.7940954 0.7815186
## [11677] 0.8826230 0.8949468 0.8902926 0.8401434 0.8449612 0.8647469 0.8772894
## [11684] 0.8619173 0.8699634 0.8631970 0.8823994 0.8769344 0.7759283 0.7666248
## [11691] 0.7963918 0.8840948 0.8725000 0.8733221 0.8561431 0.8547603 0.8523957
## [11698] 0.8554368 0.8706405 0.8629776 0.7900677 0.7753623 0.9177546 0.9125561
## [11705] 0.9040736 0.8974855 0.8937438 0.9098101 0.9207729 0.9237200 0.9172662
## [11712] 0.9102429 0.9155070 0.9215852 0.9024919 0.8990719 0.9001041 0.9128205
## [11719] 0.9053763 0.9049145 0.9213732 0.9219935 0.8957983 0.8786127 0.8831615
## [11726] 0.8718929 0.8909774 0.8827786 0.8986233 0.9180887 0.9243287 0.9139308
## [11733] 0.8421955 0.8280992 0.8330551 0.9217731 0.9319149 0.9245524 0.8715244
## [11740] 0.8652695 0.8646380 0.7760814 0.9074830 0.9086705 0.9095816 0.9046214
## [11747] 0.8987854 0.9192646 0.9079079 0.9145946 0.9142857 0.9100758 0.9176829
## [11754] 0.9188956 0.9117971 0.9089835 0.9112988 0.9104320 0.9026549 0.9034029
## [11761] 0.9239501 0.9292818 0.8910369 0.8722110 0.8896797 0.8697395 0.8844156
## [11768] 0.8815592 0.8966408 0.9228101 0.9262635 0.9255605 0.8369176 0.8244406
## [11775] 0.8456261 0.9233871 0.9381107 0.9360313 0.8781676 0.8616803 0.8729989
## [11782] 0.9144460 0.9145907 0.9135286 0.9040404 0.9104938 0.9200000 0.9207317
## [11789] 0.9285714 0.9261682 0.9144444 0.9083246 0.9225352 0.9013761 0.9017199
## [11796] 0.9037199 0.9123377 0.9130926 0.9088864 0.9264019 0.9269406 0.9034608
## [11803] 0.8834746 0.8794727 0.8736842 0.8903743 0.8866460 0.8970588 0.9188948
## [11810] 0.9244482 0.9215867 0.8497217 0.8321429 0.8396396 0.9322268 0.9478936
## [11817] 0.9378378 0.8835821 0.8646380 0.8714286 0.7428862 0.7344828 0.8514286
## [11824] 0.8510815 0.8662991 0.9024584 0.9091674 0.9111769 0.8887938 0.8968318
## [11831] 0.8933429 0.8267644 0.8182702 0.8157424 0.8895397 0.9063830 0.8938356
## [11838] 0.7904483 0.7853705 0.7842105 0.8401639 0.8288633 0.8308322 0.8826382
## [11845] 0.8851931 0.8787879 0.8318113 0.8281711 0.8351563 0.8540146 0.8571429
## [11852] 0.8458781 0.8172973 0.8392694 0.8237792 0.8797517 0.8821656 0.8730159
## [11859] 0.7492447 0.8499257 0.8495843 0.8595147 0.9099357 0.9081245 0.9019074
## [11866] 0.8948580 0.9066375 0.8930446 0.8304527 0.8200000 0.8204509 0.8878788
## [11873] 0.9047619 0.8985396 0.7919580 0.7894737 0.8033708 0.8554913 0.8309392
## [11880] 0.8435689 0.8872633 0.8992537 0.8800000 0.8271519 0.8239293 0.8367783
## [11887] 0.8671548 0.8613660 0.8599382 0.8338055 0.8388158 0.8338002 0.8742898
## [11894] 0.8747269 0.8805409 0.8676824 0.8639344 0.8790761 0.9148438 0.9095477
## [11901] 0.9074759 0.8920986 0.9025765 0.9000000 0.8392051 0.8338109 0.8238938
## [11908] 0.8862876 0.9058524 0.8952300 0.8133333 0.8158879 0.8089744 0.8412483
## [11915] 0.8299492 0.8398385 0.8875000 0.9010526 0.8858801 0.8429752 0.8490975
## [11922] 0.8518803 0.8685783 0.8658960 0.8522459 0.8419389 0.8504505 0.8394161
## [11929] 0.8793503 0.8826328 0.8837593 0.7335329 0.7396907 0.9029126 0.9016393
## [11936] 0.8959108 0.8605803 0.8599727 0.8522868 0.8073463 0.8135198 0.8091770
## [11943] 0.8687845 0.8744711 0.8735067 0.8537666 0.8399705 0.8638454 0.9035917
## [11950] 0.8946895 0.8918406 0.8507463 0.8674497 0.8483412 0.8323846 0.8307692
## [11957] 0.8389175 0.8256795 0.8050139 0.8109870 0.8291667 0.8158683 0.8349754
## [11964] 0.8117806 0.8317439 0.8226950 0.7277521 0.9112851 0.9164384 0.9011264
## [11971] 0.8637016 0.8684573 0.8613184 0.8080731 0.8171789 0.8142962 0.8805556
## [11978] 0.8888889 0.8759800 0.8413060 0.8446602 0.8743017 0.9000970 0.8901200
## [11985] 0.8944821 0.8494796 0.8683761 0.8589641 0.8295820 0.8432099 0.8437500
## [11992] 0.8380682 0.8192884 0.8175803 0.8303647 0.8167300 0.8284272 0.8238095
## [11999] 0.8455229 0.8336902 0.9115991 0.9198362 0.9033659 0.8731707 0.8702607
## [12006] 0.8558165 0.8084691 0.8256820 0.8115482 0.8779904 0.8878108 0.8767541
## [12013] 0.8540333 0.8508883 0.8840909 0.9112150 0.8985725 0.9032761 0.8506757
## [12020] 0.8793225 0.8571429 0.8259155 0.8194368 0.8362807 0.8618321 0.8332058
## [12027] 0.8390805 0.8330966 0.8120104 0.8363764 0.8297123 0.8518519 0.8391437
## [12034] 0.7703646 0.7471510 0.8156716 0.8200717 0.8160103 0.9148789 0.9053857
## [12041] 0.9063772 0.8001486 0.8164033 0.8057445 0.9156028 0.9206128 0.9178571
## [12048] 0.9253308 0.9124549 0.9167455 0.8489209 0.8609442 0.8565737 0.8951515
## [12055] 0.8991202 0.9072482 0.9105403 0.9008696 0.9133449 0.9336420 0.9394558
## [12062] 0.9351640 0.8825806 0.8824306 0.8841172 0.7633136 0.8299532 0.8383010
## [12069] 0.8384309 0.9197666 0.9125096 0.9138177 0.8081123 0.8234363 0.8094099
## [12076] 0.9206587 0.9226804 0.9234450 0.9241803 0.9177154 0.9159836 0.8582278
## [12083] 0.8686131 0.8566582 0.9033481 0.9058680 0.9076824 0.9083095 0.9000000
## [12090] 0.9031955 0.9376538 0.9371841 0.9375000 0.8862559 0.8815331 0.8928571
## [12097] 0.8102345 0.8258808 0.8083127 0.9068692 0.9095271 0.9066924 0.8022519
## [12104] 0.8159772 0.8024425 0.9183400 0.9201847 0.9184013 0.9234828 0.9161074
## [12111] 0.9192982 0.8510158 0.8678943 0.8408225 0.8927536 0.8935211 0.8978145
## [12118] 0.9025000 0.8953393 0.8962963 0.9308588 0.9304743 0.9346264 0.8778532
## [12125] 0.8711929 0.8739386 0.7521982 0.7335264 0.8653405 0.8629808 0.8655275
## [12132] 0.7866772 0.7872861 0.7805873 0.9035687 0.9026217 0.9079457 0.9053070
## [12139] 0.8888889 0.8969823 0.7803780 0.8092042 0.7793852 0.8706953 0.8771930
## [12146] 0.8729208 0.8752456 0.8575581 0.8694391 0.9045608 0.9105691 0.9047619
## [12153] 0.8703704 0.8722807 0.8712727 0.7461859 0.8719824 0.8683002 0.8727790
## [12160] 0.7897944 0.8127398 0.7934783 0.9084967 0.9043853 0.9227975 0.9160976
## [12167] 0.9012116 0.8964497 0.7965957 0.8289829 0.8039049 0.8761726 0.8835947
## [12174] 0.8805875 0.8779124 0.8683729 0.8754579 0.9046850 0.9096728 0.9118348
## [12181] 0.8791064 0.8728011 0.8718487 0.8648294 0.8712737 0.8657289 0.7770131
## [12188] 0.8034483 0.7902778 0.8954931 0.8954839 0.9146919 0.9184013 0.8975806
## [12195] 0.9081036 0.7909434 0.8163752 0.8037453 0.8657143 0.8659622 0.8662383
## [12202] 0.8828250 0.8682540 0.8779715 0.9010676 0.9010217 0.9058989 0.8651887
## [12209] 0.8722628 0.8599493 0.7410072 0.7306397 0.8881531 0.8938253 0.8885542
## [12216] 0.8348324 0.8176615 0.8422153 0.8710383 0.8459119 0.8535242 0.8472821
## [12223] 0.8728111 0.8565292 0.8012552 0.7872777 0.8061297 0.8603239 0.8446215
## [12230] 0.8476954 0.8328767 0.8141809 0.8328817 0.8527132 0.8649035 0.8636027
## [12237] 0.7410636 0.8800310 0.8910813 0.8811410 0.8357571 0.8278202 0.8335196
## [12244] 0.8613396 0.8308906 0.8410439 0.8499096 0.8626104 0.8513146 0.7954876
## [12251] 0.7939308 0.7995529 0.8592911 0.8340426 0.8483563 0.8270531 0.8281382
## [12258] 0.8282443 0.8608886 0.8643815 0.8691301 0.8764451 0.8964260 0.8798821
## [12265] 0.8294821 0.8165210 0.8445336 0.8746082 0.8434343 0.8494168 0.8557214
## [12272] 0.8757764 0.8589212 0.7858127 0.7870494 0.7979021 0.8640777 0.8489484
## [12279] 0.8486017 0.8238434 0.8131433 0.8229075 0.8476912 0.8587413 0.8497447
## [12286] 0.7644662 0.7433993 0.9047619 0.9062271 0.8989514 0.9057751 0.9003831
## [12293] 0.9087262 0.8169376 0.8391225 0.8222222 0.8787302 0.8779285 0.8759791
## [12300] 0.8764368 0.8634652 0.8600000 0.9067657 0.9131693 0.9078303 0.8705327
## [12307] 0.8755158 0.8633094 0.7575503 0.9207547 0.9195830 0.9141463 0.9176225
## [12314] 0.9060336 0.9070010 0.8308631 0.8393195 0.8249780 0.8884591 0.9004329
## [12321] 0.8983607 0.8801980 0.8787295 0.8818974 0.9236577 0.9217134 0.9236515
## [12328] 0.8784341 0.8718130 0.8749086 0.9038902 0.9103139 0.9083821 0.9103233
## [12335] 0.8980198 0.8985356 0.8091873 0.8238095 0.8136042 0.8752437 0.8871571
## [12342] 0.8894009 0.8799213 0.8610301 0.8751210 0.9058524 0.9133333 0.9069573
## [12349] 0.8820723 0.8779804 0.8714390 0.7312894 0.7641618 0.8742922 0.8543689
## [12356] 0.8548571 0.8923997 0.9037037 0.8928877 0.8421778 0.8393574 0.8413598
## [12363] 0.8770661 0.8778779 0.8674822 0.8086538 0.8110831 0.8134470 0.8825598
## [12370] 0.8904011 0.8758465 0.7848384 0.8722222 0.8575949 0.8633333 0.8905724
## [12377] 0.8975297 0.8947811 0.8381148 0.8385175 0.8461003 0.8751269 0.8614158
## [12384] 0.8588710 0.7977099 0.8133774 0.8115672 0.8850416 0.8888889 0.8868479
## [12391] 0.8287197 0.8359375 0.8290598 0.8926554 0.8927203 0.8818807 0.8669992
## [12398] 0.8718153 0.8668385 0.8643068 0.8628006 0.8575540 0.8329114 0.8455882
## [12405] 0.8300000 0.8890830 0.8840580 0.8948357 0.7949640 0.7872763 0.8868389
## [12412] 0.8813559 0.8861386 0.8770706 0.8788638 0.8762421 0.8754045 0.8732612
## [12419] 0.8587302 0.8736702 0.8917749 0.8832685 0.9038462 0.9074599 0.9001996
## [12426] 0.7559633 0.8867277 0.8831169 0.8731083 0.8605042 0.8564477 0.8611111
## [12433] 0.8713018 0.8614286 0.8676259 0.8619403 0.8834356 0.8670732 0.8913234
## [12440] 0.8993711 0.8920455 0.8811275 0.8764045 0.8776267 0.8631579 0.8702929
## [12447] 0.8710550 0.8569106 0.8520249 0.8533123 0.8600000 0.8806941 0.8684896
## [12454] 0.9015497 0.9040452 0.9009901 0.7471396 0.7376705 0.8627591 0.8694158
## [12461] 0.8773585 0.8541906 0.8312571 0.8399546 0.8813230 0.8848739 0.8829175
## [12468] 0.8627748 0.8690937 0.8605028 0.7557078 0.8853695 0.8866279 0.8926641
## [12475] 0.8639281 0.8411097 0.8479087 0.8825431 0.9013575 0.8936842 0.8868379
## [12482] 0.8812292 0.8784722 0.8711744 0.8720770 0.8785455 0.8520231 0.8434685
## [12489] 0.8495475 0.8872692 0.8927973 0.8898467 0.8657056 0.8790447 0.8682296
## [12496] 0.7573529 0.7580438 0.8717320 0.8652767 0.8696702 0.8568233 0.8484848
## [12503] 0.8650037 0.8539257 0.8686311 0.8516378 0.7707559 0.8901779 0.8760520
## [12510] 0.8698683 0.8483309 0.8455497 0.8629261 0.8531676 0.8688134 0.8622607
## [12517] 0.8839733 0.8789861 0.8733444 0.8607498 0.8502415 0.8613636 0.8641137
## [12524] 0.8692646 0.8667966 0.7275542 0.7028754 0.8729017 0.8830000 0.8829040
## [12531] 0.8357401 0.8328665 0.8214990 0.7181818 0.8621495 0.8748778 0.8682703
## [12538] 0.8199643 0.8263254 0.8182692 0.8605201 0.8714144 0.8771527 0.8162162
## [12545] 0.8214616 0.8222222 0.7435644 0.7474519 0.8975535 0.9012539 0.8931800
## [12552] 0.7359606 0.8933698 0.8996516 0.8988439 0.8994709 0.9014740 0.8916938
## [12559] 0.7687983 0.7438934 0.7513188
## 
## $y
##     [1] 0.142992223 0.092481178 0.406981580 0.421382041 0.470375041 0.411084216
##     [7] 0.396207809 0.437024681 0.244108544 0.271568288 0.236837661 0.506789095
##    [13] 0.506117117 0.474466956 0.812647175 0.815252854 0.847297609 0.908222523
##    [19] 0.905160613 0.920313190 0.989650416 1.013386556 0.992525294 0.925357746
##    [25] 0.746101565 0.687401436 0.350287152 0.497670850 0.478805913 0.660694009
##    [31] 0.588283436 0.648392733 0.847266613 0.726233630 0.836501523 0.853957281
##    [37] 0.705194403 0.821584445 0.621968199 0.681966056 0.688855092 0.523442797
##    [43] 0.494927480 0.529714728 0.595560133 0.594016081 0.602965487 0.416396477
##    [49] 0.402998910 0.429899101 0.841691545 0.866373019 0.865832348 0.272953268
##    [55] 0.284959330 0.309168215 0.695418783 0.755117755 0.783877414 1.010145309
##    [61] 0.978133334 0.990600390 1.231474801 1.239015198 0.996923225 0.642819233
##    [67] 0.600590919 0.580581952 0.074202707 0.106107029 0.041992662 0.416729932
##    [73] 0.399197035 0.491795802 0.816766196 0.785737464 0.806941237 0.711468869
##    [79] 0.731377842 0.720172669 0.176221586 0.188404074 0.212537154 0.219174928
##    [85] 0.226619154 0.141102944 0.892885565 0.874169035 0.853058915 0.787993217
##    [91] 0.716470307 0.845116034 0.863145770 0.876528714 0.875518020 0.145162338
##    [97] 0.122990935 0.138242147 0.713452718 0.756991784 0.704155427 0.583747762
##   [103] 0.565872338 0.577169514 0.805347867 0.782798228 0.783091468 0.089673165
##   [109] 0.079773994 0.062622030 0.204863426 0.170042223 0.113416686 0.580342328
##   [115] 0.557563229 0.623060989 0.858631379 0.830677763 0.898916079 0.796009151
##   [121] 0.793536572 0.833733468 0.560665633 0.608480061 0.571491659 0.174876102
##   [127] 0.209414373 0.144478772 0.127779309 0.124925300 0.175275688 0.657590967
##   [133] 0.648466539 0.639797458 0.052357389 0.057966843 0.040260391 0.865395888
##   [139] 0.868208822 0.914061609 0.993563263 0.906004989 0.931672349 0.229853114
##   [145] 0.203142743 0.230257421 0.547234108 0.630446754 0.641242148 0.652880323
##   [151] 0.588047530 0.613267361 0.910351774 0.917459281 0.934421342 0.460477291
##   [157] 0.476776200 0.481589365 0.051716295 0.539325379 0.549575798 0.596088372
##   [163] 0.554057516 0.533023766 0.574999105 0.214427097 0.233360749 0.218287387
##   [169] 0.648049387 0.647223319 0.616594262 0.942341714 0.948076622 0.978731245
##   [175] 1.030337901 1.024409736 1.042595006 1.117145946 1.142259196 1.118168387
##   [181] 1.066764926 0.861174483 0.802114733 0.493259785 0.636987831 0.612717850
##   [187] 0.799996212 0.709662235 0.766055881 0.950214551 0.837208247 0.941057726
##   [193] 0.959573940 0.827577912 0.924917873 0.755555603 0.818865186 0.829426336
##   [199] 0.666131660 0.637763568 0.672348730 0.710786552 0.710395340 0.705085290
##   [205] 0.547555917 0.533275685 0.563473078 0.966254210 0.983015736 0.978868023
##   [211] 0.263058041 0.267291570 0.333896211 0.831145588 0.895725543 0.922281132
##   [217] 1.136291876 1.100841959 1.113937072 1.368434521 1.377737194 1.127789466
##   [223] 0.767932961 0.725144433 0.710650175 0.187344550 0.210036501 0.159431080
##   [229] 0.556896296 0.535034804 0.619626744 0.938896037 0.911062600 0.932128322
##   [235] 0.835860441 0.850781604 0.842536436 0.172489733 0.179013699 0.207438381
##   [241] 0.266644208 0.285270423 0.247704139 1.022352132 1.003261596 0.980553939
##   [247] 0.920314361 0.852697522 0.979557630 0.974724380 0.987970184 0.988716220
##   [253] 0.234240561 0.205240878 0.230124779 0.813385049 0.861196299 0.810854649
##   [259] 0.687699335 0.673914062 0.684120004 0.929622723 0.905127100 0.907064659
##   [265] 0.220924521 0.191172106 0.152758035 0.224373787 0.134647863 0.073616303
##   [271] 0.694596358 0.685742076 0.733405077 0.976824772 0.943716328 1.015063157
##   [277] 0.931773868 0.929861356 0.974298201 0.696071911 0.743596806 0.697650760
##   [283] 0.091273573 0.124879035 0.086510327 0.236619373 0.208928184 0.254924190
##   [289] 0.787285168 0.780837701 0.770303118 0.190522181 0.097881335 0.174081281
##   [295] 0.988967906 0.990950871 1.053035066 1.136194734 1.048990919 1.074628160
##   [301] 0.358629962 0.316779312 0.353421165 0.664013065 0.738339690 0.743768838
##   [307] 0.793893919 0.730872497 0.756005004 1.037756627 1.037582032 1.060238702
##   [313] 0.599207988 0.609701884 0.618732311 0.488351308 0.499286229 0.546313572
##   [319] 0.503062565 0.481489759 0.523376825 0.205956171 0.229258875 0.205493136
##   [325] 0.596368795 0.595531745 0.565044334 0.899376259 0.903661357 0.934984572
##   [331] 0.990766860 0.986052319 1.002961276 1.075266514 1.099766635 1.077115669
##   [337] 1.017669268 0.824374998 0.765374452 0.442551942 0.585292195 0.561566285
##   [343] 0.752209868 0.670049011 0.728059371 0.906248343 0.791038859 0.896655586
##   [349] 0.914914614 0.778722948 0.880818565 0.710671178 0.772386130 0.780879794
##   [355] 0.615903088 0.587334925 0.622184816 0.673674990 0.672820009 0.673099201
##   [361] 0.503538855 0.489612086 0.518410490 0.925580460 0.945710926 0.943043381
##   [367] 0.248765696 0.256108159 0.309363673 0.785266334 0.847163872 0.875029311
##   [373] 1.095024926 1.061062535 1.073893206 1.322043409 1.330368197 1.084370160
##   [379] 0.726835261 0.684229705 0.667334234 0.145396019 0.171834053 0.114468248
##   [385] 0.505180054 0.483602086 0.569481211 0.899245668 0.870014731 0.891157261
##   [391] 0.795146462 0.812186586 0.802691811 0.168645881 0.177979119 0.206645851
##   [397] 0.249356552 0.264708312 0.210072402 0.979533921 0.960603685 0.938601075
##   [403] 0.876123435 0.806575279 0.934373630 0.939488552 0.952805084 0.952835791
##   [409] 0.189123136 0.160441101 0.184310480 0.770021605 0.816783238 0.765724344
##   [415] 0.654957823 0.639549316 0.650207391 0.880425701 0.856340885 0.857919575
##   [421] 0.169407981 0.149902477 0.113683676 0.197928074 0.122629524 0.049286321
##   [427] 0.657838867 0.643225114 0.698282954 0.929036109 0.897149301 0.967791381
##   [433] 0.885914402 0.883716286 0.925772627 0.650276943 0.697972937 0.656016895
##   [439] 0.100121781 0.137403543 0.078523846 0.197958832 0.176711564 0.226216959
##   [445] 0.744209225 0.736539399 0.726848386 0.142073774 0.047161630 0.126402554
##   [451] 0.948739849 0.951081594 1.005484923 1.084787356 0.998009198 1.023540247
##   [457] 0.314992083 0.278202134 0.311848784 0.626179495 0.704193521 0.711727452
##   [463] 0.742191483 0.679624860 0.704684693 0.995877450 0.998865836 1.019077343
##   [469] 0.547538469 0.558691720 0.567191876 0.035723562 0.080821937 0.175119822
##   [475] 0.044146599 0.067902379 0.486839670 0.508493722 0.468910039 0.159179370
##   [481] 0.156000505 0.157284935 0.652397438 0.630694744 0.669269478 0.783849096
##   [487] 0.797356689 0.793509225 0.823213668 0.835560296 0.837635960 0.636162916
##   [493] 0.684879198 0.639896451 0.184704430 0.125375550 0.074267022 0.437311079
##   [499] 0.530265563 0.594632409 0.491381694 0.356298388 0.476904891 0.490503712
##   [505] 0.307968706 0.466338869 0.468900007 0.482723302 0.441238966 0.265851870
##   [511] 0.240187617 0.272435926 0.568487777 0.561515189 0.632844841 0.366990153
##   [517] 0.368009320 0.353504925 0.711435613 0.777654805 0.795527135 0.463519418
##   [523] 0.480086777 0.404346187 0.505375248 0.496373101 0.550499163 0.850407562
##   [529] 0.842403496 0.849903356 0.976843544 0.967074927 0.806645211 0.547085198
##   [535] 0.519867079 0.468142390 0.414033379 0.423545693 0.416546215 0.090787797
##   [541] 0.033437689 0.091347205 0.704890630 0.659297169 0.677967086 0.604629546
##   [547] 0.649911034 0.623922015 0.555633696 0.567610106 0.581878851 0.533423721
##   [553] 0.521386400 0.417624009 0.723517070 0.709739439 0.702334602 0.611555789
##   [559] 0.517401182 0.642938326 0.800320051 0.812519119 0.803079322 0.322192563
##   [565] 0.348096600 0.323012878 0.378790389 0.404317262 0.348988759 0.611352609
##   [571] 0.581267510 0.593970475 0.403265419 0.383979896 0.381690562 0.319729137
##   [577] 0.415456688 0.440849884 0.409301980 0.477922052 0.479019434 0.562558324
##   [583] 0.466349906 0.612068693 0.465784042 0.449704115 0.509159312 0.588463945
##   [589] 0.580934603 0.566087640 0.409120163 0.445049864 0.489358215 0.522853299
##   [595] 0.539570573 0.493806732 0.413792927 0.452780102 0.469710288 0.526779367
##   [601] 0.498970076 0.507284900 0.379127396 0.441483461 0.395111773 0.737906539
##   [607] 0.745303237 0.659399789 0.632501811 0.565077074 0.585729158 0.347293923
##   [613] 0.402039797 0.371149333 0.527223381 0.628710373 0.659861674 0.281452827
##   [619] 0.264356769 0.280894837 0.752982533 0.803306917 0.784544763 0.091027784
##   [625] 0.070397917 0.092561159 0.051503866 0.210351176 0.079813779 0.096973465
##   [631] 0.482826159 0.503116112 0.464759891 0.183328257 0.179818666 0.186979114
##   [637] 0.683869427 0.660985734 0.699650549 0.816232776 0.830340964 0.825744647
##   [643] 0.853327024 0.864937199 0.868313736 0.657299578 0.719671647 0.675092133
##   [649] 0.220030885 0.145592386 0.079278652 0.467216724 0.565663835 0.629872891
##   [655] 0.460623933 0.326762517 0.446558548 0.460779188 0.285994992 0.435365492
##   [661] 0.502267274 0.513606406 0.469155656 0.296893000 0.272287267 0.303299424
##   [667] 0.604101079 0.597099597 0.668554125 0.402647506 0.403549497 0.389228456
##   [673] 0.743934691 0.811376821 0.829726360 0.456002107 0.472217491 0.391588683
##   [679] 0.536539492 0.522436924 0.578138161 0.880762607 0.874017317 0.881246862
##   [685] 0.999512537 0.988010772 0.835386842 0.581691981 0.554947298 0.502836908
##   [691] 0.433929151 0.445478550 0.434030884 0.124743615 0.069074970 0.070428072
##   [697] 0.738145318 0.692248214 0.710707295 0.638593324 0.684365380 0.658098302
##   [703] 0.575825863 0.587956020 0.603445064 0.558677324 0.547650062 0.441946724
##   [709] 0.754027454 0.740608649 0.733954587 0.642473791 0.547885439 0.672003514
##   [715] 0.834700195 0.846832112 0.837195342 0.325874916 0.353006633 0.327492515
##   [721] 0.345192656 0.372640905 0.317178744 0.647054899 0.616982375 0.629688411
##   [727] 0.384378084 0.363091966 0.362309646 0.332624432 0.435724351 0.459033938
##   [733] 0.406138023 0.480069072 0.486559650 0.598236190 0.501515414 0.647721138
##   [739] 0.442584860 0.423032425 0.485077511 0.617648206 0.609837407 0.590379809
##   [745] 0.443183099 0.478243795 0.524563110 0.527272366 0.541728699 0.499231134
##   [751] 0.437329968 0.475160947 0.494792411 0.560469638 0.532189276 0.541071472
##   [757] 0.397132490 0.452160770 0.412554134 0.770382456 0.777931919 0.684057139
##   [763] 0.641816672 0.579180076 0.598661462 0.377384608 0.430230455 0.401107311
##   [769] 0.562929209 0.664391693 0.695582015 0.293404012 0.287584925 0.302026701
##   [775] 0.783968439 0.836021744 0.815745418 0.116299709 0.071201177 0.109277706
##   [781] 0.244423659 0.120795726 0.121828067 0.517836132 0.536573834 0.499734272
##   [787] 0.191997424 0.188119525 0.205945419 0.701086343 0.675166742 0.713920242
##   [793] 0.835738746 0.851724401 0.844779703 0.866483317 0.876249233 0.882889345
##   [799] 0.652641703 0.748420634 0.706198015 0.262932644 0.150593149 0.075116060
##   [805] 0.481499397 0.598440564 0.661367363 0.410669344 0.276013153 0.396311344
##   [811] 0.410167531 0.235413502 0.385576781 0.525986979 0.530013166 0.478877790
##   [817] 0.315910335 0.294460946 0.321770762 0.638856507 0.631520376 0.706865301
##   [823] 0.442463710 0.444539058 0.427261472 0.763969246 0.835379565 0.855570519
##   [829] 0.487378729 0.503078884 0.417100836 0.553551992 0.527857853 0.586515892
##   [835] 0.894472534 0.891134201 0.897590803 0.996537472 0.981944929 0.845266938
##   [841] 0.609898392 0.585655107 0.531736836 0.484839992 0.496783751 0.484232997
##   [847] 0.156768951 0.110494532 0.028408999 0.760642998 0.713856511 0.731585963
##   [853] 0.663929203 0.711599973 0.684221043 0.626730263 0.638893515 0.654640985
##   [859] 0.610169685 0.599062257 0.493449473 0.768456929 0.756015428 0.751429256
##   [865] 0.658344086 0.563073195 0.683160399 0.861307686 0.873128361 0.862684086
##   [871] 0.368796843 0.396641219 0.370990403 0.298927595 0.323498091 0.268184948
##   [877] 0.685594875 0.655159716 0.667706633 0.334987704 0.312791139 0.312716646
##   [883] 0.381162804 0.486721227 0.509440285 0.442501607 0.520866624 0.531462488
##   [889] 0.633993640 0.532906451 0.682948407 0.391429376 0.371553860 0.433727180
##   [895] 0.629316177 0.620885038 0.591867791 0.469720326 0.501517219 0.556117787
##   [901] 0.569747890 0.582297432 0.542572115 0.488804878 0.526519116 0.546288302
##   [907] 0.585054127 0.555266774 0.566086038 0.447552313 0.499152165 0.462769601
##   [913] 0.790278484 0.798285149 0.685787426 0.619053783 0.563573337 0.581208838
##   [919] 0.427569140 0.481221560 0.451370498 0.599413845 0.700103627 0.732469196
##   [925] 0.278149090 0.290696643 0.301103455 0.799564535 0.856519477 0.831842030
##   [931] 0.132552470 0.064449646 0.113785136 0.131308599 0.123908142 0.568473191
##   [937] 0.594424330 0.552082175 0.119641305 0.121221507 0.078947085 0.489526454
##   [943] 0.473543094 0.511264108 0.616439553 0.627640798 0.626650002 0.665195723
##   [949] 0.680765721 0.677060539 0.525957323 0.510081775 0.464780214 0.062530287
##   [955] 0.138197903 0.184204084 0.286284332 0.355384876 0.419532923 0.635669941
##   [961] 0.498844875 0.619595912 0.630071754 0.423961568 0.612111113 0.299100528
##   [967] 0.324986738 0.301609711 0.120250119 0.089901876 0.127245157 0.394662620
##   [973] 0.387452428 0.463081369 0.201708529 0.206232392 0.184130667 0.543842801
##   [979] 0.605470356 0.621948637 0.559919128 0.576973969 0.522345718 0.345727740
##   [985] 0.364810064 0.408405716 0.691163778 0.677865171 0.686448498 0.852393370
##   [991] 0.851143636 0.655000757 0.372715650 0.344773735 0.293654107 0.386328256
##   [997] 0.382206877 0.402691839 0.087656119 0.141822045 0.239620211 0.534432605
##  [1003] 0.490130962 0.509553418 0.431981221 0.475809046 0.450588157 0.514805392
##  [1009] 0.525163597 0.531180345 0.461424555 0.443059055 0.361120730 0.564426825
##  [1015] 0.549133434 0.538460564 0.451630170 0.361035041 0.491608112 0.626292945
##  [1021] 0.638644204 0.629714753 0.386724723 0.404243492 0.384143080 0.538297269
##  [1027] 0.554569199 0.501158272 0.441992685 0.411363461 0.423799629 0.499957007
##  [1033] 0.490173318 0.481873699 0.343185407 0.385343109 0.420538375 0.492489872
##  [1039] 0.534462375 0.511001560 0.389582367 0.291230326 0.438633309 0.577454303
##  [1045] 0.576934342 0.623048519 0.437429540 0.431484684 0.441514867 0.236839601
##  [1051] 0.276250947 0.314242658 0.566468080 0.592412085 0.534636398 0.363010234
##  [1057] 0.405774541 0.403249441 0.355325925 0.329577819 0.335554099 0.366660055
##  [1063] 0.461280188 0.383891872 0.570300193 0.577071074 0.530170295 0.583620650
##  [1069] 0.494949858 0.520598663 0.254348283 0.318686370 0.276369661 0.355025373
##  [1075] 0.455706675 0.488106591 0.256416694 0.177800042 0.203577859 0.591556518
##  [1081] 0.634568218 0.622002806 0.123546002 0.192036295 0.153451866 0.043750070
##  [1087] 0.498537330 0.521653424 0.480896803 0.133531463 0.131041274 0.122591320
##  [1093] 0.612547757 0.592285615 0.630709897 0.742858324 0.755683950 0.752683384
##  [1099] 0.784846800 0.798060320 0.798594225 0.609147835 0.641328172 0.595992725
##  [1105] 0.142191411 0.108406350 0.087155106 0.399726741 0.486217358 0.550695930
##  [1111] 0.528627499 0.392494068 0.513682129 0.526499452 0.335992523 0.503897349
##  [1117] 0.426968146 0.443800530 0.406206020 0.227479344 0.200481462 0.234269277
##  [1123] 0.524341887 0.517374331 0.588957743 0.323329716 0.324687866 0.309507637
##  [1129] 0.670347042 0.735180268 0.752547623 0.479461759 0.496319818 0.426620934
##  [1135] 0.466065405 0.463535710 0.515508541 0.811737690 0.802269320 0.810078221
##  [1141] 0.947336650 0.939701029 0.769930121 0.503740718 0.476072386 0.424730814
##  [1147] 0.395602485 0.402131706 0.401467593 0.050254238 0.010749833 0.124938742
##  [1153] 0.662949920 0.617718731 0.636619627 0.561945603 0.606698021 0.581004054
##  [1159] 0.535916967 0.547627227 0.560136322 0.506607038 0.493134392 0.392765908
##  [1165] 0.684753058 0.670559270 0.662272446 0.572408729 0.478913761 0.606010059
##  [1171] 0.757156297 0.769421163 0.760184190 0.326395837 0.350374814 0.326214494
##  [1177] 0.419712103 0.442860240 0.387837719 0.567499189 0.537351538 0.550033703
##  [1183] 0.426907478 0.410089436 0.406074823 0.312100779 0.396486864 0.424600806
##  [1189] 0.420634760 0.482267192 0.476605993 0.518424850 0.422487494 0.567924792
##  [1195] 0.494108742 0.482188067 0.538351558 0.551469866 0.544302056 0.535288538
##  [1201] 0.366429596 0.403346469 0.445459452 0.524070687 0.543486876 0.493961916
##  [1207] 0.390118775 0.430521389 0.443425768 0.484433945 0.457186061 0.464842046
##  [1213] 0.363687612 0.435329273 0.380292499 0.696831406 0.704050607 0.627909721
##  [1219] 0.620366024 0.547216189 0.569251621 0.313949379 0.371413992 0.337883821
##  [1225] 0.483121346 0.584579304 0.615805354 0.269200842 0.237092683 0.256282166
##  [1231] 0.713632043 0.761933572 0.744921561 0.069784924 0.088772778 0.085709903
##  [1237] 0.542015479 0.564958780 0.524335690 0.092570613 0.089687460 0.090100873
##  [1243] 0.586925738 0.564107454 0.602754429 0.719583451 0.734124077 0.729018657
##  [1249] 0.756509349 0.768406890 0.771371762 0.569777593 0.627053554 0.584408294
##  [1255] 0.153581607 0.064667695 0.062520948 0.370422890 0.476652289 0.539549221
##  [1261] 0.515307116 0.378378521 0.499649425 0.511139764 0.311983477 0.491250933
##  [1267] 0.406658880 0.416634801 0.373486816 0.199938296 0.175779083 0.206328555
##  [1273] 0.517399159 0.509982570 0.586981136 0.324691353 0.328121122 0.307929112
##  [1279] 0.647365982 0.716070491 0.735309801 0.522262282 0.539069358 0.467541288
##  [1285] 0.439570888 0.428482761 0.482707209 0.783881828 0.777088197 0.784282210
##  [1291] 0.909630020 0.900621927 0.739198658 0.488624249 0.463879422 0.410234944
##  [1297] 0.432963978 0.437668079 0.440510585 0.037929034 0.046272819 0.115734537
##  [1303] 0.642236810 0.596042874 0.614316007 0.543824824 0.590700051 0.563759537
##  [1309] 0.572059225 0.583574363 0.594900329 0.537603255 0.522877020 0.425900724
##  [1315] 0.657108433 0.643643000 0.637033883 0.545503356 0.450957811 0.575613284
##  [1321] 0.740712619 0.752669878 0.742594905 0.370126331 0.394000113 0.369907257
##  [1327] 0.414578475 0.432400957 0.378421025 0.565900822 0.535264687 0.547686877
##  [1333] 0.397810252 0.383402622 0.377792333 0.354142290 0.433540875 0.463001758
##  [1339] 0.464118903 0.525966018 0.519530180 0.512865179 0.411081572 0.561599128
##  [1345] 0.469124623 0.462108503 0.514079661 0.521187877 0.513529154 0.498470718
##  [1351] 0.348915609 0.382437946 0.434291032 0.567505195 0.587150280 0.537280803
##  [1357] 0.424158539 0.465366155 0.475145458 0.465284831 0.436361049 0.446074794
##  [1363] 0.402707934 0.477477402 0.419530983 0.673794170 0.681441501 0.591675181
##  [1369] 0.576673905 0.504277902 0.526047530 0.339384147 0.399454661 0.363177011
##  [1375] 0.478636128 0.578903841 0.611735780 0.225452634 0.197523504 0.215304077
##  [1381] 0.686997049 0.739581075 0.718773559 0.026156626 0.069001687 0.045564536
##  [1387] 0.028359038 0.018103381 0.630368453 0.628309340 0.609517099 1.024440782
##  [1393] 1.020273153 1.055053775 1.130890219 1.131274135 1.142662110 1.203522777
##  [1399] 1.224525491 1.209447591 1.093764214 0.977632052 0.919781820 0.518300001
##  [1405] 0.606510239 0.559182908 0.847616316 0.815574715 0.878618542 0.805944045
##  [1411] 0.710814149 0.799703801 0.819523598 0.726566881 0.781972684 0.828728742
##  [1417] 0.877891329 0.868242851 0.688692656 0.658361881 0.695657885 0.828529154
##  [1423] 0.826056608 0.843392925 0.634155267 0.622762010 0.642374094 1.061675923
##  [1429] 1.095485044 1.098138506 0.053209357 0.053305450 0.140717649 0.894787836
##  [1435] 0.932636691 0.971969544 1.226112396 1.199444139 1.210953988 1.419373776
##  [1441] 1.419535873 1.204172758 0.864624792 0.823857846 0.795683739 0.318194486
##  [1447] 0.349927308 0.285079297 0.537848492 0.496142342 0.545432425 1.040274920
##  [1453] 1.005246370 1.026402680 0.933255308 0.958927008 0.944475173 0.374539916
##  [1459] 0.383599074 0.412360921 0.450700564 0.463077734 0.385147863 1.104123185
##  [1465] 1.086338453 1.068333595 0.994610289 0.913851297 1.045520356 1.096605951
##  [1471] 1.110009318 1.107628243 0.182207438 0.169326620 0.185554513 0.668549774
##  [1477] 0.721681102 0.677538352 0.823562033 0.803883977 0.815644411 0.829738263
##  [1483] 0.801072353 0.807134552 0.247461494 0.323740637 0.298820695 0.077902825
##  [1489] 0.083338131 0.156683241 0.814248358 0.776408244 0.859205815 0.860821845
##  [1495] 0.817811999 0.893597500 0.993338049 0.989127837 1.009849810 0.764286882
##  [1501] 0.811617197 0.793096500 0.125719653 0.104632926 0.130175897 0.371806499
##  [1507] 0.365439174 0.416681160 0.871821818 0.857466399 0.852835586 0.289875087
##  [1513] 0.196006141 0.282946543 1.086527758 1.090426395 1.097340723 1.118288475
##  [1519] 1.045136456 1.067620118 0.459762115 0.444621286 0.465522784 0.779573130
##  [1525] 0.867976083 0.881271352 0.766721073 0.729199830 0.751079448 1.125153407
##  [1531] 1.142483742 1.151590635 0.568169286 0.552778590 0.578229657 0.042479300
##  [1537] 0.654027934 0.651886486 0.634013663 1.052297596 1.047850967 1.082734806
##  [1543] 1.159085210 1.159551616 1.170846787 1.231408579 1.252294279 1.237447232
##  [1549] 1.119263772 1.005988564 0.948140843 0.544968259 0.629291368 0.580203328
##  [1555] 0.874462732 0.843902641 0.906970601 0.813273329 0.721676158 0.807596449
##  [1561] 0.827581106 0.741156077 0.789639461 0.856486120 0.905147637 0.894664630
##  [1567] 0.714673107 0.684326146 0.721658573 0.856886531 0.854415641 0.871555008
##  [1573] 0.662361880 0.651013582 0.670448027 1.089805633 1.123816101 1.126496318
##  [1579] 0.054637333 0.045757893 0.144341493 0.922189130 0.958872087 0.998749517
##  [1585] 1.254073647 1.227590977 1.239069654 1.445861489 1.445567178 1.231776810
##  [1591] 0.892844433 0.852118088 0.823745351 0.345526664 0.377163814 0.312272390
##  [1597] 0.561878394 0.518916455 0.564413125 1.068503937 1.033373558 1.054523868
##  [1603] 0.961459933 0.987244998 0.972735970 0.397306246 0.405982884 0.434797513
##  [1609] 0.475938205 0.488879102 0.412666396 1.131931217 1.114189274 1.096306389
##  [1615] 1.022269546 0.941146406 1.072872702 1.124964690 1.138368081 1.135985268
##  [1621] 0.208930622 0.197107872 0.212577177 0.676370711 0.730230912 0.687401110
##  [1627] 0.851758828 0.832156821 0.843901912 0.844060139 0.814925563 0.821533842
##  [1633] 0.275693356 0.351056901 0.325331746 0.102169842 0.107196527 0.180253819
##  [1639] 0.842600133 0.804580648 0.887531384 0.872717636 0.828303678 0.904542115
##  [1645] 1.020573553 1.016280737 1.035915479 0.791971339 0.839243984 0.821328816
##  [1651] 0.142646148 0.115797946 0.151818369 0.399335730 0.392048541 0.443308323
##  [1657] 0.899823760 0.885291226 0.880806027 0.317857162 0.222255835 0.310647861
##  [1663] 1.114686647 1.118614971 1.123746766 1.140633321 1.068691051 1.090903445
##  [1669] 0.488110184 0.472606220 0.493798701 0.807931470 0.896269851 0.909461964
##  [1675] 0.789112406 0.753620051 0.775211608 1.153094061 1.170736386 1.179610720
##  [1681] 0.591112560 0.573513627 0.600322136 0.612893074 0.610808473 0.592342646
##  [1687] 1.010263371 1.005574602 1.040530693 1.117683524 1.118474617 1.129412920
##  [1693] 1.189403967 1.210162439 1.195604359 1.077099203 0.965685253 0.908013737
##  [1699] 0.502491362 0.588797025 0.541180363 0.831984004 0.803186065 0.866559697
##  [1705] 0.789843670 0.693769973 0.783435062 0.803202128 0.708799088 0.765775391
##  [1711] 0.814355159 0.862729637 0.852217670 0.672326173 0.641983192 0.679305845
##  [1717] 0.816939841 0.814321997 0.833391818 0.621039733 0.609864782 0.628775681
##  [1723] 1.048227182 1.083104024 1.086237614 0.044824600 0.050660274 0.127220836
##  [1729] 0.879822774 0.916462273 0.956270379 1.212170521 1.186049647 1.197451879
##  [1735] 1.403407353 1.403214889 1.189514085 0.851541595 0.810981260 0.782033479
##  [1741] 0.311039691 0.342930991 0.278314294 0.520489599 0.478418681 0.527329045
##  [1747] 1.027223020 0.991791775 1.012926668 0.920100413 0.946430288 0.931591231
##  [1753] 0.374016724 0.383471465 0.412119152 0.446985145 0.458516761 0.377437500
##  [1759] 1.089841056 1.072146229 1.054425567 0.980050113 0.898739889 1.030484361
##  [1765] 1.084899270 1.098298971 1.095690385 0.166454021 0.155162507 0.170141591
##  [1771] 0.652337361 0.705239840 0.660750198 0.813397133 0.793282248 0.805140741
##  [1777] 0.812001636 0.783411923 0.789388011 0.234626906 0.316611654 0.293373372
##  [1783] 0.060390187 0.084272462 0.156355121 0.802830291 0.763134381 0.848157931
##  [1789] 0.843523331 0.800838145 0.876505761 0.978148212 0.973835551 0.993549740
##  [1795] 0.749779496 0.797006334 0.780079292 0.132284557 0.115463832 0.132431811
##  [1801] 0.364087140 0.359670798 0.410802627 0.857998482 0.843227416 0.838931358
##  [1807] 0.280946309 0.191447795 0.274925939 1.073181880 1.077195341 1.081304173
##  [1813] 1.100500782 1.027644949 1.050051020 0.448520650 0.435488330 0.455013650
##  [1819] 0.767937108 0.857211587 0.871126599 0.748932922 0.712000633 0.733770537
##  [1825] 1.111164052 1.129543773 1.137804086 0.550491572 0.534748504 0.560376155
##  [1831] 0.003964530 0.040816648 0.509781342 0.483190404 0.521942684 0.645352645
##  [1837] 0.662599393 0.654117701 0.674517943 0.684597832 0.690908834 0.477268008
##  [1843] 0.569205003 0.532169521 0.176889863 0.041794925 0.116982464 0.289641034
##  [1849] 0.430333986 0.488857126 0.538341325 0.403629669 0.521505642 0.529854701
##  [1855] 0.317456734 0.516241076 0.341154778 0.338697874 0.287461606 0.129428453
##  [1861] 0.115251163 0.134313328 0.475413145 0.467254074 0.553698370 0.306884272
##  [1867] 0.314490236 0.284969871 0.574050512 0.648784818 0.671142034 0.612674210
##  [1873] 0.629573348 0.559800380 0.362438786 0.339194810 0.395841359 0.702479469
##  [1879] 0.699620589 0.705862790 0.817675546 0.808144913 0.654068606 0.431220137
##  [1885] 0.412663179 0.355876101 0.492278580 0.491946110 0.504579458 0.093448992
##  [1891] 0.138216338 0.174361663 0.572755652 0.525315075 0.542371250 0.479938271
##  [1897] 0.530097049 0.501209115 0.626131033 0.636976301 0.644909203 0.578522696
##  [1903] 0.560920971 0.474231012 0.576481187 0.564159729 0.560162508 0.466651109
##  [1909] 0.371309614 0.491469966 0.677906815 0.689236677 0.677761241 0.454847240
##  [1915] 0.477094854 0.453943695 0.456224343 0.463379973 0.413170177 0.533764493
##  [1921] 0.502731100 0.514371296 0.385234221 0.378237758 0.368360379 0.429242618
##  [1927] 0.491992189 0.524860635 0.552521764 0.609544663 0.597260431 0.473753570
##  [1933] 0.362858565 0.520001882 0.465740651 0.471226393 0.511455072 0.437484961
##  [1939] 0.429186532 0.407339231 0.290588821 0.316405460 0.385859708 0.648233239
##  [1945] 0.670051148 0.617275582 0.474812112 0.517336008 0.518943312 0.400733568
##  [1951] 0.369260752 0.382604324 0.467255763 0.551852942 0.484478216 0.600212579
##  [1957] 0.608510096 0.500889735 0.491951765 0.414770871 0.437526212 0.372356352
##  [1963] 0.436201658 0.394873817 0.442508246 0.538306631 0.573826797 0.146154421
##  [1969] 0.105182125 0.122880570 0.607723793 0.666730134 0.640087658 0.068157014
##  [1975] 0.127619956 0.078240174 0.042716926 0.513723114 0.487084343 0.525836064
##  [1981] 0.649310170 0.666563698 0.658071710 0.678380475 0.688414001 0.694800720
##  [1987] 0.480301919 0.573077980 0.535958634 0.177803740 0.037846652 0.113085158
##  [1993] 0.293556723 0.433994464 0.492613289 0.534852849 0.400047131 0.518036586
##  [1999] 0.526456392 0.314246079 0.512706394 0.345083770 0.342642137 0.291242310
##  [2005] 0.133336812 0.118925642 0.138244289 0.478997347 0.470851712 0.557106015
##  [2011] 0.309709824 0.317191341 0.287927444 0.578012318 0.652741488 0.675081955
##  [2017] 0.610348258 0.627234765 0.557093560 0.366387949 0.342784769 0.399567340
##  [2023] 0.706353327 0.703553306 0.709784496 0.820905639 0.811195841 0.657843988
##  [2029] 0.435070293 0.416411113 0.359661752 0.492182133 0.492107250 0.504233748
##  [2035] 0.091909132 0.135509790 0.170411943 0.576718158 0.529279184 0.546335619
##  [2041] 0.483866979 0.533998266 0.505127512 0.626367456 0.637250446 0.645353835
##  [2047] 0.579364747 0.561882503 0.474670007 0.580374909 0.568072205 0.564104873
##  [2053] 0.470576972 0.375232131 0.495287798 0.681836796 0.693171899 0.681705749
##  [2059] 0.453110211 0.475501136 0.452264587 0.452404207 0.459718599 0.409432040
##  [2065] 0.537138458 0.506105012 0.517768248 0.382620384 0.375381938 0.365628420
##  [2071] 0.428199279 0.491940661 0.524646321 0.550446955 0.607944137 0.596106261
##  [2077] 0.477273971 0.366533198 0.523589636 0.462892639 0.468033631 0.508608043
##  [2083] 0.441320242 0.433004057 0.410732141 0.294416031 0.320335569 0.389547276
##  [2089] 0.646870228 0.668518315 0.615961745 0.475140219 0.517626563 0.519622705
##  [2095] 0.404661190 0.373205247 0.386519730 0.466862356 0.550911935 0.484072726
##  [2101] 0.604173256 0.612472525 0.504318954 0.493428446 0.416836671 0.439450058
##  [2107] 0.373389011 0.437137099 0.395986008 0.445947754 0.541877418 0.577346848
##  [2113] 0.146763274 0.108375957 0.125629042 0.611637424 0.670692242 0.644007999
##  [2119] 0.064979518 0.123727345 0.074383483 0.497261321 0.474020121 0.512676524
##  [2125] 0.630653109 0.646003400 0.639921668 0.666409155 0.678378257 0.681340027
##  [2131] 0.488747349 0.544671867 0.504998436 0.137536305 0.068201727 0.134005151
##  [2137] 0.280323232 0.400469550 0.460922041 0.572059179 0.436298576 0.555462139
##  [2143] 0.564565815 0.353995095 0.549409914 0.320156791 0.326720464 0.284243932
##  [2149] 0.110467808 0.088806310 0.116649774 0.444135440 0.436208093 0.519914671
##  [2155] 0.268612511 0.275588421 0.247523071 0.558631458 0.629468266 0.650041438
##  [2161] 0.594798964 0.611811533 0.546799124 0.349787792 0.340949687 0.393565685
##  [2167] 0.693796559 0.687455794 0.694491961 0.825249746 0.818669981 0.649360380
##  [2173] 0.406139883 0.384700806 0.329059790 0.456588121 0.455001186 0.470242550
##  [2179] 0.074271379 0.129958449 0.192989692 0.554724232 0.508045984 0.525952562
##  [2185] 0.458385890 0.506871013 0.478960210 0.588771653 0.599452428 0.606704772
##  [2191] 0.539037745 0.521127923 0.436127695 0.567048374 0.553674302 0.547449419
##  [2197] 0.455567316 0.360907486 0.485672385 0.656067230 0.667750448 0.657041959
##  [2203] 0.431179106 0.452026114 0.429729900 0.484321719 0.494770760 0.443249106
##  [2209] 0.499613268 0.468607493 0.480498390 0.424750497 0.416812197 0.407461781
##  [2215] 0.399710832 0.456071504 0.489763607 0.531993167 0.584263655 0.568262164
##  [2221] 0.441512671 0.333444137 0.488719220 0.504319461 0.507762919 0.550026025
##  [2227] 0.431213566 0.423651270 0.412951141 0.265338162 0.295633240 0.356637977
##  [2233] 0.620842869 0.644081718 0.589521327 0.437153498 0.479805198 0.479963784
##  [2239] 0.379365874 0.349337854 0.360559423 0.433248069 0.521322306 0.450517873
##  [2245] 0.585007248 0.592845484 0.505385348 0.520208596 0.438115104 0.462132675
##  [2251] 0.332446355 0.396507866 0.354777249 0.409231019 0.506733776 0.541467340
##  [2257] 0.181339915 0.119705712 0.142430238 0.597063808 0.651052262 0.628924838
##  [2263] 0.073441589 0.143982589 0.096140445 0.048664313 0.044415415 0.138335265
##  [2269] 0.162864478 0.145706720 0.179205090 0.200852489 0.187962725 0.290718357
##  [2275] 0.183488720 0.211864991 0.520224806 0.551567405 0.626505698 0.220996496
##  [2281] 0.246529813 0.216249676 1.001196339 0.879795135 0.983528140 0.985776121
##  [2287] 0.775667690 0.983787346 0.196475327 0.171100843 0.235112651 0.386988614
##  [2293] 0.412283648 0.380648033 0.270032603 0.265202340 0.340063105 0.396254714
##  [2299] 0.409852578 0.383888110 0.074705075 0.170134407 0.206019246 1.027207761
##  [2305] 1.043821376 1.003214809 0.147570165 0.219324996 0.157530748 0.203098844
##  [2311] 0.190196448 0.197537438 0.449246463 0.476196806 0.185937684 0.180972636
##  [2317] 0.223006392 0.232110320 0.755149077 0.733117859 0.784919519 0.562546513
##  [2323] 0.621813889 0.684111162 0.098250722 0.065099634 0.061214097 0.123415325
##  [2329] 0.150183632 0.131793674 0.827361858 0.832207563 0.821373317 0.730672195
##  [2335] 0.705791784 0.696537128 0.080242332 0.061906535 0.050387125 0.045993577
##  [2341] 0.139500419 0.085163399 0.219306707 0.225057393 0.207788749 0.845627647
##  [2347] 0.855189920 0.841086416 0.948931811 0.943028929 0.900392449 0.340095365
##  [2353] 0.329384200 0.327677645 0.797035121 0.807137075 0.790445542 0.778329316
##  [2359] 0.751195079 0.789620507 0.954561368 0.971357282 0.925851187 0.286815056
##  [2365] 0.256702588 0.279182152 0.884047224 0.914783437 0.925135411 0.101030571
##  [2371] 0.112109998 0.223155588 0.261641027 0.216018525 0.246613184 0.987093618
##  [2377] 1.020173372 0.955909604 0.706626973 0.739996815 0.704988374 0.155168113
##  [2383] 0.167086200 0.172900190 0.760321678 0.870486143 0.774317549 0.096987084
##  [2389] 0.107187250 0.210894800 0.517503814 0.418848139 0.442311995 0.584386413
##  [2395] 0.627842108 0.589005509 0.302038447 0.290272696 0.319567250 0.494571382
##  [2401] 0.422878544 0.424101706 0.102338690 0.162546935 0.132526305 0.570062744
##  [2407] 0.637073283 0.587531771 0.038753851 0.177675814 0.205979526 0.183066868
##  [2413] 0.192568135 0.207314974 0.207723513 0.243386855 0.228204369 0.250553374
##  [2419] 0.509216407 0.524779179 0.600169484 0.193909149 0.268536983 0.248407654
##  [2425] 0.962700820 0.843513424 0.945034704 0.946661516 0.738317340 0.945888381
##  [2431] 0.193347703 0.148811811 0.200604826 0.364969325 0.391992634 0.358303871
##  [2437] 0.298514043 0.292661731 0.374994740 0.400529449 0.414944108 0.385396437
##  [2443] 0.121237723 0.217646421 0.254154832 1.020526016 1.037304304 0.992450377
##  [2449] 0.127957521 0.176064572 0.112041725 0.219777005 0.219471548 0.224033973
##  [2455] 0.428792297 0.450417467 0.183968348 0.202292654 0.241582742 0.239070615
##  [2461] 0.760758627 0.740268870 0.789487343 0.542045540 0.601131025 0.656855633
##  [2467] 0.146914583 0.111089087 0.109722575 0.155778635 0.191708567 0.168963722
##  [2473] 0.840179263 0.845657960 0.836330813 0.745966718 0.721140860 0.704514940
##  [2479] 0.093290825 0.082184140 0.088402408 0.028695986 0.113372106 0.041852123
##  [2485] 0.267653321 0.273068250 0.255575301 0.839878107 0.850987535 0.835679881
##  [2491] 0.914770400 0.906830069 0.865528814 0.372887579 0.359140344 0.358862480
##  [2497] 0.755888039 0.767056522 0.750049261 0.775932421 0.757064492 0.795780250
##  [2503] 0.948788434 0.970385585 0.927891221 0.314538717 0.266782484 0.313186935
##  [2509] 0.842581815 0.874981523 0.883086646 0.055225481 0.066345585 0.174623813
##  [2515] 0.256373313 0.208748584 0.260678029 0.988778956 1.020986930 0.957267258
##  [2521] 0.713986099 0.749046609 0.716559665 0.165283399 0.167242102 0.179723573
##  [2527] 0.763139678 0.872773573 0.777747262 0.140801412 0.151479852 0.166397052
##  [2533] 0.468897483 0.370241317 0.393649032 0.589448982 0.636547207 0.595974184
##  [2539] 0.325085072 0.325947946 0.357618828 0.457156096 0.391472605 0.390360990
##  [2545] 0.125509193 0.203424410 0.158454812 0.545790091 0.610810166 0.561381780
##  [2551] 0.144864932 0.175873023 0.148887936 0.154191880 0.170360431 0.168969685
##  [2557] 0.256469082 0.225075210 0.255942562 0.545841337 0.563527446 0.638921128
##  [2563] 0.232639934 0.288864150 0.260558091 0.998929030 0.880662683 0.981269471
##  [2569] 0.982596452 0.775117792 0.982387077 0.226611261 0.186999485 0.238839738
##  [2575] 0.403486944 0.430335721 0.396848178 0.313944549 0.308925742 0.384453736
##  [2581] 0.431447757 0.445506068 0.417517787 0.098683379 0.194306945 0.232425156
##  [2587] 1.056136916 1.072867449 1.029215094 0.165541697 0.210767561 0.145513175
##  [2593] 0.181141732 0.181751037 0.185756320 0.406160515 0.432100684 0.149724869
##  [2599] 0.222819071 0.264124251 0.268197810 0.791397220 0.770141243 0.820632431
##  [2605] 0.580481834 0.639603196 0.695584446 0.131617419 0.107250011 0.098536772
##  [2611] 0.167563080 0.193722684 0.176181585 0.867035016 0.872144699 0.861906158
##  [2617] 0.771297048 0.746425579 0.733948763 0.054539269 0.044805711 0.059470204
##  [2623] 0.060564030 0.151871430 0.052122505 0.246797906 0.250653852 0.232559157
##  [2629] 0.875137535 0.885728478 0.870824712 0.952525035 0.943988391 0.903109187
##  [2635] 0.384494515 0.373537280 0.371978085 0.790742988 0.802554003 0.785374112
##  [2641] 0.809991441 0.787576082 0.826169843 0.984090384 1.003972200 0.960225681
##  [2647] 0.330618527 0.294433875 0.323597340 0.877174968 0.910582754 0.917240289
##  [2653] 0.090276036 0.100905552 0.199387065 0.290767279 0.243600031 0.286075231
##  [2659] 1.021284880 1.053868847 0.989902633 0.743739451 0.777948265 0.744071263
##  [2665] 0.192224506 0.198949342 0.208499522 0.795066356 0.904981038 0.809408074
##  [2671] 0.113190137 0.124036234 0.172896157 0.487866713 0.392782662 0.414749245
##  [2677] 0.620235474 0.665561209 0.625841668 0.344801283 0.334638107 0.363627237
##  [2683] 0.494131595 0.429938710 0.428446109 0.087377448 0.171318029 0.120446948
##  [2689] 0.584510277 0.649562278 0.600135333 0.036363102 0.012376580 0.114710111
##  [2695] 0.148303183 0.099537286 0.388637344 0.183153622 0.238069148 0.641036808
##  [2701] 0.687133732 0.761602994 0.358252625 0.320762218 0.266562916 1.139110198
##  [2707] 1.018115569 1.121440855 1.123453295 0.913849875 1.121873067 0.317539511
##  [2713] 0.307285927 0.373430621 0.520196670 0.543946243 0.514139187 0.323865261
##  [2719] 0.322669762 0.363845411 0.496741166 0.508402795 0.489481650 0.072598220
##  [2725] 0.079492245 0.115608438 1.137866921 1.154133117 1.120290997 0.283259233
##  [2731] 0.353737555 0.289304222 0.119026636 0.070714070 0.084721578 0.437090519
##  [2737] 0.479128339 0.163153908 0.266387323 0.307907341 0.337195765 0.845374053
##  [2743] 0.820426444 0.876904550 0.693336025 0.752471595 0.819668498 0.091524022
##  [2749] 0.127585094 0.107245107 0.197658588 0.181036117 0.188119930 0.900583013
##  [2755] 0.903829322 0.889403925 0.799259336 0.774685775 0.782634367 0.105116592
##  [2761] 0.102288471 0.089664528 0.184108309 0.277318800 0.195433383 0.131001056
##  [2767] 0.128700810 0.110861651 0.955818362 0.962754135 0.950751075 1.087130141
##  [2773] 1.081355524 1.038685452 0.372094280 0.372923367 0.366555794 0.933467460
##  [2779] 0.944302413 0.927414466 0.883441376 0.840935915 0.878277970 1.064106264
##  [2785] 1.072408652 1.021507612 0.340993639 0.354559488 0.313242715 1.020221440
##  [2791] 1.052120272 1.060762048 0.232791127 0.243834372 0.343018011 0.381493478
##  [2797] 0.340200497 0.338008015 1.082986009 1.117537414 1.052664136 0.793882353
##  [2803] 0.823110309 0.782969194 0.264252627 0.287004959 0.284127478 0.856055068
##  [2809] 0.966127346 0.868694719 0.046146899 0.040534970 0.300661687 0.624046009
##  [2815] 0.533493475 0.553909909 0.678412247 0.713583816 0.679141038 0.367819524
##  [2821] 0.316402981 0.332014941 0.632679168 0.560714195 0.562369705 0.073732578
##  [2827] 0.026776729 0.058233564 0.703904443 0.772098301 0.722607494 0.041946664
##  [2833] 0.145480893 0.179008641 0.125922405 0.423753338 0.167424191 0.225178302
##  [2839] 0.649018332 0.704282265 0.778137092 0.378505931 0.316938545 0.258381241
##  [2845] 1.163418466 1.040829116 1.145754598 1.148248800 0.937430212 1.145729731
##  [2851] 0.328786257 0.326760012 0.396759319 0.535814164 0.558358797 0.529998210
##  [2857] 0.314446542 0.314241891 0.345930381 0.497734289 0.508615899 0.492343771
##  [2863] 0.090046938 0.050343313 0.082076356 1.139936108 1.156030458 1.125195581
##  [2869] 0.302575706 0.381455213 0.318017832 0.144680062 0.087459943 0.103037758
##  [2875] 0.467969096 0.511643265 0.197192728 0.267703633 0.307516140 0.342226736
##  [2881] 0.840734787 0.814943299 0.872732207 0.706616436 0.765504226 0.836575031
##  [2887] 0.093622587 0.138093689 0.120232211 0.200274250 0.173891589 0.186968336
##  [2893] 0.890541341 0.893319057 0.877934152 0.788299070 0.763922721 0.776927357
##  [2899] 0.140200718 0.135363227 0.117791455 0.208779925 0.298965397 0.227441548
##  [2905] 0.097092726 0.093485476 0.076215947 0.958072419 0.963937998 0.952804003
##  [2911] 1.108233566 1.103957509 1.060347381 0.355954718 0.359602084 0.352215399
##  [2917] 0.959899560 0.969902440 0.953262119 0.883897962 0.836155526 0.873011406
##  [2923] 1.065854935 1.070863969 1.018159627 0.331174819 0.356846148 0.299128042
##  [2929] 1.046903088 1.077474360 1.087922861 0.261156748 0.272300377 0.375131340
##  [2935] 0.391165323 0.352352490 0.338678640 1.079577682 1.114572153 1.049624325
##  [2941] 0.788492534 0.816302192 0.774781619 0.272712450 0.298500183 0.292620936
##  [2947] 0.853220788 0.962918155 0.865353521 0.065877849 0.055861894 0.336008090
##  [2953] 0.658810882 0.567072781 0.587966390 0.675801576 0.708103326 0.675250230
##  [2959] 0.360421493 0.300251547 0.312214725 0.656637330 0.581243413 0.584250779
##  [2965] 0.109932038 0.016721044 0.093351861 0.719425330 0.788543474 0.739194337
##  [2971] 0.104792007 0.138430645 0.088123451 0.388258380 0.195255883 0.250369660
##  [2977] 0.651837807 0.695909252 0.770519707 0.366353307 0.332988127 0.278935148
##  [2983] 1.145409825 1.025041990 1.127741054 1.129559228 0.920475447 1.128352439
##  [2989] 0.327952156 0.315708114 0.380455360 0.529453861 0.553484436 0.523338960
##  [2995] 0.336241724 0.335040246 0.375884098 0.508535081 0.520270529 0.501071459
##  [3001] 0.083031900 0.088858725 0.123512514 1.149449425 1.165734975 1.131499390
##  [3007] 0.291776103 0.358912928 0.294087420 0.107526386 0.058364662 0.072351351
##  [3013] 0.427472273 0.470311339 0.155292440 0.278272607 0.319910193 0.348597403
##  [3019] 0.857571062 0.832670133 0.889071805 0.703074130 0.762247852 0.828468804
##  [3025] 0.103723648 0.138680136 0.118078850 0.209509105 0.193409446 0.200281879
##  [3031] 0.912956682 0.916205456 0.901778236 0.811635629 0.787062332 0.794890879
##  [3037] 0.105684499 0.105166402 0.096064618 0.191114986 0.285110881 0.198452576
##  [3043] 0.138717110 0.135429778 0.118051802 0.967393475 0.974452100 0.962350659
##  [3049] 1.094606813 1.088311190 1.045980576 0.384270609 0.385240357 0.378830797
##  [3055] 0.938908212 0.950105793 0.933114960 0.895224503 0.853141216 0.890507800
##  [3061] 1.075731883 1.084368727 1.033612586 0.353370119 0.366278939 0.325516196
##  [3067] 1.025530938 1.058006536 1.065841624 0.237911097 0.248866568 0.345587721
##  [3073] 0.392131813 0.350403753 0.349900133 1.095092481 1.129610248 1.064745393
##  [3079] 0.806122764 0.835411845 0.795314826 0.275237621 0.297413994 0.295076868
##  [3085] 0.868132548 0.978225262 0.880807719 0.056855857 0.052252881 0.300047039
##  [3091] 0.623982178 0.534694186 0.554645766 0.690489218 0.725833504 0.691305179
##  [3097] 0.380168802 0.328562106 0.343853307 0.639254438 0.568543133 0.569745275
##  [3103] 0.072235030 0.028103216 0.051635405 0.713102577 0.781035566 0.731522408
##  [3109] 0.033639421 0.029377190 0.331512241 0.292510342 0.343382403 0.698399245
##  [3115] 0.715917785 0.791391681 0.386110649 0.411109164 0.365288953 1.135842751
##  [3121] 1.022354867 1.118262347 1.118178942 0.915425583 1.120636116 0.375608758
##  [3127] 0.341190771 0.388647036 0.557532645 0.584510804 0.550857140 0.422888791
##  [3133] 0.420287687 0.472613367 0.573538933 0.586676754 0.562253315 0.155386831
##  [3139] 0.193648249 0.227550775 1.206402535 1.223021756 1.181702765 0.319591347
##  [3145] 0.350359100 0.285753115 0.029380710 0.073667658 0.063743554 0.322693864
##  [3151] 0.366352990 0.058834372 0.349624595 0.392534101 0.409492154 0.930425924
##  [3157] 0.907307280 0.960828269 0.734609490 0.793699146 0.847473880 0.190618558
##  [3163] 0.207403035 0.186901238 0.282963700 0.281861162 0.280345589 0.995564514
##  [3169] 0.999608420 0.986847972 0.896197963 0.871404083 0.870176619 0.100868421
##  [3175] 0.117455327 0.136666237 0.213596639 0.305938023 0.184952311 0.242471597
##  [3181] 0.237887350 0.221354216 1.024832251 1.034305474 1.020284862 1.097250018
##  [3187] 1.085579539 1.046973717 0.478935714 0.476407323 0.471376654 0.922284654
##  [3193] 0.936829593 0.918976658 0.957186848 0.926298213 0.964417773 1.133764295
##  [3199] 1.149735300 1.103007766 0.440247264 0.432172089 0.418493814 1.007143830
##  [3205] 1.044872870 1.045114584 0.237563243 0.246599640 0.314593190 0.440702872
##  [3211] 0.394599470 0.419495486 1.164368924 1.197832729 1.133371589 0.880734723
##  [3217] 0.912543150 0.875173579 0.332585079 0.346289345 0.351091029 0.937293205
##  [3223] 1.047578695 0.950932260 0.138393246 0.141302070 0.245489059 0.564820221
##  [3229] 0.486500795 0.502478998 0.760500362 0.801146177 0.763840252 0.462913927
##  [3235] 0.423841726 0.442725027 0.636600466 0.579925850 0.576348604 0.079397393
##  [3241] 0.129415378 0.061777465 0.737882350 0.802051234 0.752758115 0.057378358
##  [3247] 0.318753499 0.324797173 0.374655686 0.716182332 0.725690787 0.801139667
##  [3253] 0.398375741 0.438698694 0.395025695 1.135071742 1.024030756 1.117552023
##  [3259] 1.116851851 0.916606400 1.120491852 0.395809170 0.355818826 0.397398805
##  [3265] 0.570588708 0.598271471 0.563791604 0.452457059 0.449535637 0.504431834
##  [3271] 0.596996797 0.610464776 0.584717927 0.185418651 0.227287525 0.261054948
##  [3277] 1.226235838 1.242937198 1.199537792 0.335271698 0.354464322 0.291393382
##  [3283] 0.045498326 0.103494929 0.091219643 0.289067509 0.333134454 0.038824228
##  [3289] 0.376025207 0.418906164 0.432805002 0.955249869 0.932669310 0.985298400
##  [3295] 0.747811322 0.806668516 0.856461700 0.221907219 0.235314595 0.215367841
##  [3301] 0.310527956 0.312509706 0.309325848 1.023094901 1.027360724 1.015081056
##  [3307] 0.924365392 0.899534171 0.895772376 0.120659176 0.139219304 0.162536256
##  [3313] 0.230871152 0.319932022 0.193129229 0.275918787 0.271118509 0.254744607
##  [3319] 1.045040193 1.055212242 1.040645855 1.100477623 1.087108846 1.049775650
##  [3325] 0.510258508 0.506900039 0.502209478 0.919683457 0.935284727 0.917198033
##  [3331] 0.978826337 0.951213859 0.989501344 1.154002682 1.172128597 1.126631979
##  [3337] 0.469811056 0.456596430 0.449543080 1.003755343 1.043120189 1.040875089
##  [3343] 0.247309763 0.255411674 0.311803376 0.460492914 0.413655636 0.444940226
##  [3349] 1.187898837 1.221022136 1.156740171 0.906125340 0.938605942 0.902049133
##  [3355] 0.355795965 0.367178664 0.373740727 0.961048312 1.071250290 0.974945996
##  [3361] 0.170138162 0.173718995 0.235558812 0.548962273 0.475162537 0.489571357
##  [3367] 0.784799602 0.826853416 0.788838479 0.491400709 0.455403582 0.475073252
##  [3373] 0.639660055 0.587764178 0.582721205 0.106480231 0.162848944 0.094094153
##  [3379] 0.749025607 0.811806884 0.762759171 0.359838489 0.281923068 0.335266399
##  [3385] 0.708131279 0.732482192 0.807885255 0.401557219 0.409688910 0.360351697
##  [3391] 1.158859913 1.044048757 1.141253356 1.141498086 0.937464188 1.143318409
##  [3397] 0.383815850 0.354921068 0.406714395 0.571784429 0.598112764 0.565224786
##  [3403] 0.418030420 0.416030635 0.462680091 0.577319861 0.590019051 0.567253622
##  [3409] 0.152231109 0.175685652 0.207213607 1.213585721 1.230109394 1.190931218
##  [3415] 0.332541737 0.371601834 0.306409180 0.019543804 0.046116999 0.034640506
##  [3421] 0.343242178 0.389217589 0.087902331 0.350313053 0.393037014 0.413982533
##  [3427] 0.931965304 0.908153223 0.962800432 0.748429871 0.807640338 0.864476886
##  [3433] 0.183827678 0.207129640 0.186040373 0.282359417 0.275559634 0.277364750
##  [3439] 0.993225775 0.996922928 0.983406712 0.892933808 0.868222166 0.870740946
##  [3445] 0.114437233 0.128078353 0.141288593 0.226185622 0.320439441 0.205038835
##  [3451] 0.221673824 0.215999625 0.200291321 1.031733165 1.040442504 1.027025156
##  [3457] 1.117976217 1.107329265 1.067984640 0.470228532 0.469553194 0.463808103
##  [3463] 0.946337486 0.960340029 0.942616573 0.962568557 0.927720967 0.965586601
##  [3469] 1.140559091 1.154114738 1.105940879 0.435336650 0.435167399 0.410598949
##  [3475] 1.031544219 1.068441776 1.069904309 0.255923934 0.265514905 0.339551251
##  [3481] 0.449045584 0.403900721 0.421185128 1.167381022 1.201240491 1.136598961
##  [3487] 0.881567085 0.912422117 0.873919358 0.337625830 0.353922338 0.356687654
##  [3493] 0.940188002 1.050490370 0.953492411 0.131519188 0.132200616 0.273267412
##  [3499] 0.593646639 0.514292353 0.530685545 0.762900316 0.801631651 0.765327559
##  [3505] 0.459841472 0.414702733 0.431359909 0.657789027 0.598105216 0.595535344
##  [3511] 0.085628016 0.109302330 0.058108027 0.753367084 0.818527711 0.769104582
##  [3517] 0.470948915 0.487087401 0.580594645 0.511954739 0.581664060 0.274021787
##  [3523] 0.475296802 0.475521058 0.840249271 0.742104657 0.823156006 0.819919138
##  [3529] 0.634211517 0.828510341 0.355017135 0.275171591 0.238903157 0.406405082
##  [3535] 0.436477481 0.399617200 0.516262396 0.508730386 0.602366225 0.544576454
##  [3541] 0.560180160 0.521795824 0.355053446 0.449492202 0.488139820 1.082277204
##  [3547] 1.099333423 1.035375417 0.276166549 0.173374550 0.172485364 0.358773480
##  [3553] 0.395967333 0.391416439 0.344248188 0.330912358 0.279938375 0.415050162
##  [3559] 0.444073027 0.415191700 0.885219248 0.871605663 0.908634163 0.562874880
##  [3565] 0.614873249 0.627676661 0.387202687 0.354475016 0.351642990 0.389050021
##  [3571] 0.432468434 0.406399744 0.989636831 0.997312870 0.993756480 0.907200747
##  [3577] 0.883367850 0.840526255 0.283602468 0.289758743 0.314665672 0.261802480
##  [3583] 0.254019176 0.206219975 0.502792009 0.505906917 0.487583485 0.912482870
##  [3589] 0.930170844 0.910034854 0.825553539 0.803435427 0.773397261 0.596091248
##  [3595] 0.576519395 0.579256964 0.619830103 0.639546535 0.620732586 0.866403195
##  [3601] 0.882703539 0.921067352 1.017115894 1.059801571 1.031705164 0.529834556
##  [3607] 0.445994312 0.540670973 0.700105833 0.745200462 0.734152408 0.205475474
##  [3613] 0.197983333 0.097987672 0.393588599 0.353725988 0.450601229 1.089271102
##  [3619] 1.116807494 1.057258289 0.847227272 0.887321584 0.865460810 0.364475993
##  [3625] 0.345486697 0.368792546 0.876246366 0.979445165 0.892741507 0.366953576
##  [3631] 0.377565586 0.088348089 0.235918233 0.156844301 0.171031375 0.720411954
##  [3637] 0.778439264 0.733659384 0.529459412 0.555971853 0.590982313 0.380788041
##  [3643] 0.372303600 0.355466248 0.316044622 0.415060739 0.342477325 0.545240917
##  [3649] 0.591722664 0.548041266 0.059059749 0.519534156 0.609232221 0.678585010
##  [3655] 0.317775305 0.164895138 0.099364267 1.096927649 0.966894961 1.079490112
##  [3661] 1.084773391 0.869841100 1.076850107 0.230845553 0.269152628 0.351089128
##  [3667] 0.439945974 0.456161509 0.435510176 0.150730216 0.152104078 0.180767200
##  [3673] 0.351104935 0.359724854 0.351050687 0.144469702 0.122266444 0.120582028
##  [3679] 0.989764575 1.005430265 0.981812913 0.248492482 0.365001866 0.316916602
##  [3685] 0.301463781 0.251899965 0.266849448 0.607037629 0.642380306 0.329058663
##  [3691] 0.138576169 0.166579067 0.216900401 0.679523517 0.652676003 0.712087859
##  [3697] 0.595079114 0.651759831 0.737519584 0.104973766 0.118401791 0.127658651
##  [3703] 0.098788975 0.043934653 0.075808706 0.723974740 0.726516092 0.710770205
##  [3709] 0.621354863 0.597079489 0.614485863 0.231087442 0.213470168 0.181393579
##  [3715] 0.209542345 0.258148521 0.268117377 0.120454488 0.133698167 0.130005250
##  [3721] 0.809110261 0.812576027 0.803412687 1.025067101 1.028636290 0.980596851
##  [3727] 0.189159033 0.192261045 0.184798840 0.909129357 0.913710549 0.898888556
##  [3733] 0.731407576 0.674762341 0.710868458 0.915264247 0.913828945 0.858342265
##  [3739] 0.166607751 0.220425133 0.131716782 0.996411962 1.018207362 1.040037670
##  [3745] 0.268497582 0.277862101 0.393088703 0.279347442 0.255262381 0.198378233
##  [3751] 0.919535313 0.955122520 0.890201302 0.626425665 0.652461360 0.609662096
##  [3757] 0.172625755 0.206765646 0.188531136 0.694717672 0.803453828 0.705988488
##  [3763] 0.154855618 0.151208286 0.394005484 0.689748815 0.586458136 0.612045347
##  [3769] 0.518641963 0.546203557 0.515887758 0.198879617 0.133402528 0.150277303
##  [3775] 0.598220316 0.506999594 0.517075140 0.223762212 0.182534744 0.230826170
##  [3781] 0.616812543 0.688387064 0.640744101 0.469806985 0.571107921 0.638179275
##  [3787] 0.300956438 0.111765939 0.045490390 1.065496002 0.933525069 1.048210562
##  [3793] 1.054423615 0.839245152 1.044690198 0.203501489 0.257077263 0.338552601
##  [3799] 0.404150725 0.417534913 0.400364174 0.091852352 0.093735064 0.130986222
##  [3805] 0.296664143 0.304398047 0.298641907 0.189993659 0.181168066 0.178557346
##  [3811] 0.932643384 0.948203671 0.926348615 0.239827310 0.362962014 0.323281329
##  [3817] 0.354716332 0.307959152 0.322569488 0.651364677 0.683489196 0.375112774
##  [3823] 0.104676732 0.120561290 0.176300038 0.620579929 0.593653473 0.653195747
##  [3829] 0.551117636 0.606562953 0.696843406 0.152796167 0.150363791 0.165510303
##  [3835] 0.098143107 0.063763776 0.081629244 0.665478226 0.668170577 0.652783226
##  [3841] 0.563122824 0.538760490 0.555457142 0.272116411 0.253180837 0.221841916
##  [3847] 0.227179789 0.254091708 0.292215545 0.176914966 0.190307379 0.188178160
##  [3853] 0.752431537 0.755323808 0.746635617 0.988282415 0.994495036 0.945169145
##  [3859] 0.135603142 0.134918590 0.128579944 0.884154595 0.886806162 0.872721108
##  [3865] 0.673976494 0.615802739 0.651847838 0.858101695 0.855385210 0.799514725
##  [3871] 0.107561149 0.173585918 0.075332611 0.970986712 0.989622410 1.015277097
##  [3877] 0.281631824 0.289547649 0.402057611 0.241949078 0.226359435 0.150538256
##  [3883] 0.860671881 0.896321844 0.831415612 0.567419246 0.593406787 0.550709881
##  [3889] 0.151297645 0.185099332 0.162564924 0.636121310 0.744681985 0.647258537
##  [3895] 0.205033694 0.203145984 0.416256665 0.695907935 0.590287398 0.617038318
##  [3901] 0.460423756 0.487224273 0.457254554 0.140377796 0.081174532 0.107702384
##  [3907] 0.573739675 0.478207242 0.490770293 0.270407662 0.239777874 0.281684195
##  [3913] 0.575862590 0.647688326 0.601065661 0.187175148 0.215981060 0.329663130
##  [3919] 0.358199954 0.424347857 0.667813885 0.531040992 0.652403871 0.664293940
##  [3925] 0.464832825 0.643461565 0.324894962 0.362857742 0.350237480 0.174684657
##  [3931] 0.145307857 0.181287208 0.391804408 0.385544067 0.450470279 0.184105118
##  [3937] 0.183902486 0.173767271 0.568826962 0.622658321 0.635603114 0.513633668
##  [3943] 0.530585210 0.483390824 0.381612493 0.415220495 0.453815136 0.723235491
##  [3949] 0.705253094 0.714858774 0.901138803 0.902500925 0.692635547 0.386034250
##  [3955] 0.352997652 0.307968470 0.323862959 0.319738802 0.340661502 0.116232828
##  [3961] 0.152663800 0.264707475 0.555397265 0.513547326 0.533810514 0.449807102
##  [3967] 0.488909019 0.466423727 0.452585443 0.463036206 0.469554354 0.401648346
##  [3973] 0.384081927 0.299195921 0.597610804 0.581216922 0.567647882 0.485426296
##  [3979] 0.399108871 0.530956116 0.638484017 0.651277772 0.643928327 0.336107271
##  [3985] 0.351351124 0.332840399 0.561757981 0.583452524 0.528777360 0.428790751
##  [3991] 0.399212927 0.412058782 0.546959671 0.534625770 0.527817080 0.285881106
##  [3997] 0.322841049 0.358180197 0.443842481 0.479479755 0.452406650 0.384142269
##  [4003] 0.299280629 0.434151434 0.621114017 0.615634097 0.666348412 0.477674517
##  [4009] 0.472746545 0.493109999 0.259962503 0.304230648 0.321160368 0.509029943
##  [4015] 0.536213531 0.477064066 0.300786791 0.343538663 0.342433755 0.376928543
##  [4021] 0.355244504 0.357008923 0.304932017 0.401638893 0.322120443 0.595026347
##  [4027] 0.600931349 0.579272608 0.645743318 0.555970292 0.581925296 0.195692803
##  [4033] 0.259333470 0.218518818 0.347895648 0.449877174 0.479138180 0.317800506
##  [4039] 0.240092768 0.265976042 0.622541672 0.657302479 0.651732294 0.162811242
##  [4045] 0.221603053 0.192982507 0.075480722 0.331341308 0.467765871 0.527402601
##  [4051] 0.503891047 0.368098582 0.487323258 0.496570789 0.287039601 0.481210417
##  [4057] 0.382043357 0.380488299 0.328363141 0.170180341 0.153577079 0.175349945
##  [4063] 0.511918616 0.503922114 0.588113522 0.335413435 0.341676680 0.314981205
##  [4069] 0.615798689 0.690142400 0.712167807 0.586097149 0.602845513 0.529404206
##  [4075] 0.404233606 0.378669315 0.436322810 0.743948132 0.741382481 0.747583521
##  [4081] 0.853922586 0.842787601 0.694873743 0.470978481 0.451150226 0.394861263
##  [4087] 0.489266430 0.491650772 0.498902048 0.081866836 0.110384213 0.132566752
##  [4093] 0.614278453 0.566913370 0.584050692 0.520794933 0.570529750 0.541901799
##  [4099] 0.626285453 0.637507482 0.647226423 0.585183475 0.568888440 0.476926431
##  [4105] 0.618066600 0.605840542 0.601949677 0.508389754 0.413036279 0.532587367
##  [4111] 0.718763447 0.730180019 0.718869295 0.434702500 0.458385714 0.434409076
##  [4117] 0.417300379 0.426706138 0.375473335 0.567813859 0.536808867 0.548698448
##  [4123] 0.361917402 0.352024923 0.343691429 0.416483553 0.489454431 0.520506875
##  [4129] 0.528625225 0.590467781 0.582861560 0.509524086 0.400516954 0.556516966
##  [4135] 0.439365833 0.440616043 0.484994491 0.478723161 0.470308330 0.445176754
##  [4141] 0.330136555 0.357318428 0.423647403 0.631563023 0.651581427 0.601170988
##  [4147] 0.476335734 0.518327020 0.524035607 0.441586770 0.410398431 0.423276315
##  [4153] 0.461200108 0.539786880 0.478235662 0.641973112 0.650249003 0.538973245
##  [4159] 0.512026863 0.440697214 0.462050121 0.381744486 0.444275394 0.404986660
##  [4165] 0.477390174 0.574611737 0.609519345 0.160802172 0.142351649 0.156523197
##  [4171] 0.649409542 0.708473646 0.681802981 0.038698057 0.086144942 0.037332913
##  [4177] 0.406601297 0.532204697 0.593789044 0.452917977 0.315974118 0.437199998
##  [4183] 0.448623233 0.250914101 0.428954466 0.453802096 0.455405388 0.403779144
##  [4189] 0.242606231 0.222781756 0.248231351 0.574393437 0.566742028 0.646296116
##  [4195] 0.385811432 0.389746590 0.368195246 0.690025319 0.762814952 0.783864839
##  [4201] 0.533990815 0.550347114 0.470795735 0.479041164 0.453258152 0.511534391
##  [4207] 0.819405326 0.816456100 0.822788087 0.924919345 0.911881568 0.770216034
##  [4213] 0.540025039 0.517692088 0.462615872 0.481720254 0.488983467 0.486324417
##  [4219] 0.100377864 0.081315043 0.058986892 0.687532173 0.640464773 0.657928133
##  [4225] 0.592234553 0.640876081 0.612909516 0.622490312 0.634268208 0.647106173
##  [4231] 0.593592383 0.579846304 0.479920957 0.693460017 0.681125634 0.676872026
##  [4237] 0.583555299 0.488238227 0.608046693 0.790002980 0.801641355 0.790790016
##  [4243] 0.396391842 0.422361453 0.397261627 0.354612934 0.370569325 0.316968647
##  [4249] 0.625413061 0.594628434 0.606913456 0.339938710 0.323808704 0.319275483
##  [4255] 0.392513329 0.482766497 0.509977273 0.481941136 0.552018946 0.553077022
##  [4261] 0.570629631 0.465737645 0.618817336 0.408664948 0.399986563 0.453318259
##  [4267] 0.554201551 0.545770464 0.518303440 0.399291613 0.429192466 0.488979318
##  [4273] 0.597119356 0.613685823 0.568059327 0.477237042 0.517516893 0.530499634
##  [4279] 0.513141435 0.482711507 0.494441326 0.448650023 0.514838548 0.465004211
##  [4285] 0.716276524 0.724410182 0.612213357 0.562818234 0.500094360 0.519420917
##  [4291] 0.398803136 0.457506910 0.422697394 0.537043587 0.636437172 0.670034134
##  [4297] 0.214172981 0.216231867 0.227879378 0.724685947 0.782649823 0.757021439
##  [4303] 0.062589090 0.010667243 0.038997358 0.238958490 0.269006745 0.788461441
##  [4309] 0.663294754 0.770848077 0.774550385 0.561444635 0.769846063 0.105234118
##  [4315] 0.052144969 0.043177344 0.172325767 0.200599617 0.165477537 0.287853328
##  [4321] 0.279010747 0.380031197 0.270638419 0.286234122 0.247787658 0.288651921
##  [4327] 0.371692647 0.399535622 0.843101553 0.860083404 0.808549066 0.076213229
##  [4333] 0.101204994 0.124498051 0.413629283 0.410218068 0.416249720 0.573076526
##  [4339] 0.578363106 0.370440258 0.199426798 0.208494117 0.161069335 0.615728048
##  [4345] 0.600384136 0.640814827 0.349489389 0.408294805 0.463714932 0.293498020
##  [4351] 0.245102891 0.259541033 0.219281340 0.274180289 0.242350605 0.716066469
##  [4357] 0.723578229 0.719754615 0.633245882 0.609484937 0.568242008 0.287133002
##  [4363] 0.274524982 0.271331941 0.177131376 0.081758852 0.206496364 0.408933147
##  [4369] 0.418628297 0.404642774 0.665535543 0.679687021 0.662062748 0.729728195
##  [4375] 0.726245164 0.681968803 0.367304930 0.341134640 0.347754557 0.593201726
##  [4381] 0.599592117 0.584049806 0.609558949 0.612888470 0.651575086 0.773494373
##  [4387] 0.804972274 0.770201061 0.296447580 0.189251759 0.324906405 0.680640557
##  [4393] 0.705709866 0.723701144 0.151982239 0.145430578 0.177175623 0.122075151
##  [4399] 0.091740837 0.201530100 0.829505506 0.859273941 0.797522968 0.575484490
##  [4405] 0.614869730 0.591701168 0.149660421 0.116150698 0.140203721 0.610146949
##  [4411] 0.716459632 0.626132407 0.314181505 0.323189091 0.253391465 0.424660841
##  [4417] 0.317382935 0.346041368 0.448295158 0.505056703 0.460575433 0.283784040
##  [4423] 0.343424360 0.382256989 0.283397759 0.202752359 0.206584861 0.318084829
##  [4429] 0.380947136 0.350464811 0.351885238 0.417222183 0.367731893 0.066531546
##  [4435] 0.967541379 0.833757270 0.950477327 0.957756891 0.743077748 0.945962033
##  [4441] 0.133833606 0.209195214 0.281407341 0.305530330 0.315084530 0.302701373
##  [4447] 0.049921746 0.040934469 0.141549320 0.186210376 0.195055704 0.186975818
##  [4453] 0.257457836 0.279921590 0.284870788 0.826217199 0.842039163 0.816983812
##  [4459] 0.201279295 0.323500710 0.302902279 0.428247128 0.391192667 0.404291404
##  [4465] 0.694972264 0.718827808 0.430109344 0.066313212 0.031648923 0.082830991
##  [4471] 0.524653007 0.499698434 0.556317177 0.442420219 0.496855779 0.590422719
##  [4477] 0.229266891 0.203709284 0.224306158 0.128206199 0.143483875 0.132894854
##  [4483] 0.584492648 0.588669674 0.576553748 0.485808592 0.460955169 0.461966858
##  [4489] 0.322655900 0.302908552 0.276344575 0.240232373 0.222168267 0.308480969
##  [4495] 0.285349270 0.298579211 0.294005624 0.645082582 0.649347634 0.639500879
##  [4501] 0.884789827 0.893712176 0.843149868 0.128374566 0.103427776 0.109012315
##  [4507] 0.794977766 0.795060851 0.782016909 0.568599899 0.520192896 0.557519683
##  [4513] 0.751817809 0.754043502 0.701376530 0.057596773 0.067571651 0.092177583
##  [4519] 0.880774398 0.895298346 0.925749972 0.278479537 0.282737263 0.380721017
##  [4525] 0.147126326 0.149540908 0.045079946 0.762823540 0.797697214 0.732759364
##  [4531] 0.473144655 0.502957309 0.464299096 0.111156425 0.132076047 0.107361842
##  [4537] 0.536299842 0.646085123 0.548543481 0.279472991 0.281289369 0.419711590
##  [4543] 0.659419549 0.551865958 0.580081253 0.358866471 0.392883839 0.358617883
##  [4549] 0.056605740 0.111180507 0.149395311 0.488157876 0.387960813 0.403955582
##  [4555] 0.332412899 0.329188218 0.352213149 0.469642822 0.541408544 0.495949426
##  [4561] 1.023653520 0.891062407 1.006434071 1.012995064 0.797883258 1.002592950
##  [4567] 0.167201871 0.229159023 0.308708096 0.361556258 0.373917989 0.358030028
##  [4573] 0.057688756 0.056125014 0.127463807 0.252275239 0.260541099 0.253507215
##  [4579] 0.209907687 0.217982779 0.219897924 0.890440551 0.906128929 0.882675108
##  [4585] 0.214785697 0.339705171 0.306732317 0.379487638 0.337246394 0.351181087
##  [4591] 0.663703717 0.692338879 0.391274363 0.069617255 0.076253242 0.133349681
##  [4597] 0.582864394 0.556726820 0.615114675 0.506033832 0.561280314 0.652353568
##  [4603] 0.176664322 0.161790370 0.180312856 0.093219772 0.085530110 0.086729077
##  [4609] 0.634025367 0.637331559 0.623250494 0.532927114 0.508293932 0.518660742
##  [4615] 0.285143097 0.265531450 0.235913291 0.222288738 0.231836455 0.290146802
##  [4621] 0.219614445 0.232921598 0.229242731 0.709746168 0.713290361 0.704051692
##  [4627] 0.944692857 0.951734408 0.902013684 0.124512092 0.113627239 0.111428038
##  [4633] 0.845124359 0.846918669 0.833170843 0.632189552 0.578214619 0.614843423
##  [4639] 0.815951191 0.815499493 0.761010707 0.075022066 0.128497665 0.065423178
##  [4645] 0.931663262 0.948936482 0.976209872 0.271225368 0.277806900 0.386070706
##  [4651] 0.199605477 0.188568419 0.105345972 0.822330031 0.857658005 0.792704443
##  [4657] 0.530318704 0.557931984 0.516800394 0.121637540 0.153200841 0.128805411
##  [4663] 0.596765238 0.705942202 0.608387988 0.228832509 0.228853673 0.410323721
##  [4669] 0.675635704 0.568922330 0.596330949 0.420118211 0.449942278 0.418152406
##  [4675] 0.102044756 0.080580841 0.117254488 0.535527253 0.438282516 0.451962651
##  [4681] 0.288882535 0.271822650 0.304442145 0.531383668 0.603220794 0.556889741
##  [4687] 0.136946986 0.017669357 0.025866208 0.227308648 0.025760510 0.866112604
##  [4693] 0.840541091 0.766700003 0.662376614 0.653098461 0.665681607 1.013439359
##  [4699] 1.005175247 1.091764310 0.837101907 0.841888874 0.817952083 1.073521807
##  [4705] 1.160011668 1.187808563 0.758674101 0.769100127 0.669168554 0.864395785
##  [4711] 0.788682237 0.854276769 1.165223459 1.179891218 1.182049859 1.160735514
##  [4717] 1.126172529 1.098189623 0.962001528 0.948027089 0.890347184 0.877395089
##  [4723] 0.894191283 0.870076338 0.553230870 0.519055849 0.403808567 1.081703772
##  [4729] 1.033335903 1.046797803 1.002039871 1.055320929 1.024580488 1.016924726
##  [4735] 1.029333739 1.048485369 1.013749773 1.004682871 0.896144419 1.050471836
##  [4741] 1.043733271 1.049539688 0.955224133 0.865093193 0.955106593 1.196767813
##  [4747] 1.206802214 1.193067670 0.717127747 0.745891343 0.722012841 0.137812744
##  [4753] 0.090450277 0.145004835 1.071600021 1.040579504 1.052379462 0.221617597
##  [4759] 0.200833516 0.219542977 0.759000867 0.880199211 0.896484408 0.747752123
##  [4765] 0.842852625 0.878059858 1.012071757 0.899970680 1.057982512 0.154417158
##  [4771] 0.096839966 0.145643447 0.908669644 0.898040322 0.823365468 0.824048516
##  [4777] 0.841828599 0.922703263 0.898372577 0.897904547 0.878533619 0.889948475
##  [4783] 0.924489245 0.949989501 0.924548855 0.890813668 0.908431396 0.836230163
##  [4789] 0.861089658 0.849300633 1.097794290 1.107564515 0.906907650 0.686172728
##  [4795] 0.696039398 0.696886327 0.837998575 0.890097777 0.861730957 0.980744771
##  [4801] 1.076407237 1.112142080 0.506790536 0.590183845 0.582292417 1.085512872
##  [4807] 1.163739843 1.118464789 0.512124958 0.446490643 0.482355050 0.121366114
##  [4813] 0.134206193 0.108137418 0.113322228 0.736162194 0.715424409 0.644685283
##  [4819] 0.529511668 0.518772440 0.533168758 0.879041893 0.870880937 0.956212018
##  [4825] 0.700374976 0.705037296 0.681448748 0.950782178 1.034764338 1.061194594
##  [4831] 0.667316139 0.679567552 0.580403190 0.739502424 0.672452326 0.737784326
##  [4837] 1.051662608 1.062355987 1.065491996 1.074235772 1.044791350 0.988180483
##  [4843] 0.830741843 0.815128643 0.757724204 0.751288074 0.766350918 0.746258663
##  [4849] 0.416298928 0.383098294 0.267558150 0.956713254 0.908330344 0.922726389
##  [4855] 0.873364312 0.925941951 0.895636054 0.892157422 0.904511679 0.922419056
##  [4861] 0.883554104 0.873490120 0.766174256 0.933364031 0.925325421 0.928977393
##  [4867] 0.834031141 0.741863906 0.839155535 1.069566546 1.079991255 1.066841778
##  [4873] 0.602967734 0.631968573 0.607190052 0.090181404 0.063326640 0.042913810
##  [4879] 0.935893061 0.904894794 0.916796868 0.160269939 0.127963124 0.144765196
##  [4885] 0.636939347 0.753771679 0.772388993 0.646333397 0.738411430 0.766696213
##  [4891] 0.877214776 0.766213344 0.923631504 0.153776163 0.107375117 0.182866512
##  [4897] 0.790540479 0.780228091 0.714272218 0.691640953 0.711651277 0.789102971
##  [4903] 0.792720220 0.796196647 0.770405577 0.760618492 0.796512288 0.819657914
##  [4909] 0.795135026 0.761812903 0.778432487 0.711278723 0.744850720 0.725140397
##  [4915] 0.975646474 0.985119868 0.801872912 0.616532774 0.607916711 0.613442823
##  [4921] 0.703524530 0.756987095 0.727347649 0.845424047 0.941923397 0.977274630
##  [4927] 0.386584168 0.462142255 0.456784712 0.967861734 1.042090759 1.000939694
##  [4933] 0.375302464 0.309603302 0.345638343 0.020506017 0.209780468 0.019021672
##  [4939] 0.848687328 0.822923191 0.749039205 0.645233688 0.636163343 0.648498442
##  [4945] 0.996469871 0.988188582 1.075041412 0.820912303 0.825828140 0.801612458
##  [4951] 1.055860209 1.142383750 1.170214097 0.752966089 0.763687369 0.663717744
##  [4957] 0.846771674 0.771035190 0.836630067 1.147643003 1.162243032 1.164414638
##  [4963] 1.144350217 1.110097796 1.080696163 0.944661560 0.930848751 0.873143283
##  [4969] 0.865551710 0.881946257 0.858738549 0.537558766 0.504202102 0.388777024
##  [4975] 1.064072900 1.015706896 1.029152035 0.984533283 1.037847325 1.007085767
##  [4981] 1.005432315 1.017832783 1.036705688 1.000935538 0.991591613 0.883363375
##  [4987] 1.032825312 1.026073495 1.031870387 0.937555661 0.847441475 0.937471715
##  [4993] 1.179191728 1.189213098 1.175462065 0.707585656 0.736419689 0.712354499
##  [4999] 0.131226681 0.079876812 0.132756941 1.054922851 1.023897821 1.035667608
##  [5005] 0.205061597 0.183638557 0.202423997 0.747972878 0.868283180 0.885097684
##  [5011] 0.740431593 0.835127783 0.869157005 0.995189650 0.882909242 1.041001497
##  [5017] 0.140715217 0.081155334 0.136075264 0.891009050 0.880381975 0.805865951
##  [5023] 0.806829068 0.824420470 0.905617109 0.890487095 0.890684935 0.870204770
##  [5029] 0.877331882 0.912220434 0.937125240 0.907086331 0.873331558 0.891005244
##  [5035] 0.824629435 0.851274728 0.837879210 1.080128391 1.089900289 0.889552218
##  [5041] 0.670627340 0.679371454 0.680477886 0.823829191 0.876408918 0.847598684
##  [5047] 0.963969513 1.059448420 1.095254959 0.489129044 0.572694827 0.564710613
##  [5053] 1.067861131 1.146071450 1.100815257 0.496068060 0.430932240 0.466208362
##  [5059] 0.215180991 0.039474899 0.854111319 0.826540673 0.751758174 0.652281137
##  [5065] 0.644072978 0.655357851 1.004120153 0.995773629 1.083552976 0.831016410
##  [5071] 0.836248524 0.811331347 1.058466560 1.145768319 1.174073348 0.772946586
##  [5077] 0.783744446 0.683773958 0.850284918 0.772067927 0.837634401 1.147555796
##  [5083] 1.163215032 1.165113683 1.138487827 1.103361320 1.079774764 0.950593863
##  [5089] 0.937625863 0.879814401 0.882095358 0.898103086 0.875729632 0.548989487
##  [5095] 0.517180731 0.401569901 1.067420743 1.019096590 1.032214428 0.989309998
##  [5101] 1.042875936 1.011955162 1.022266551 1.034657822 1.053279174 1.016477063
##  [5107] 1.006822656 0.898963492 1.033780036 1.027399096 1.033821091 0.939784444
##  [5113] 0.850405454 0.938205633 1.183265907 1.193134885 1.179175969 0.725908809
##  [5119] 0.754779971 0.730604331 0.151255683 0.098615596 0.149803361 1.063586492
##  [5125] 1.032553482 1.044223262 0.200291413 0.181603697 0.199919331 0.765242039
##  [5131] 0.884758898 0.902042344 0.759870477 0.854384627 0.887825989 1.003168450
##  [5137] 0.890217941 1.048597124 0.129622632 0.074789469 0.119798003 0.892394321
##  [5143] 0.881691380 0.805053771 0.813445408 0.829966799 0.912814623 0.909665906
##  [5149] 0.910147800 0.889174662 0.893109729 0.928347743 0.952623076 0.912229128
##  [5155] 0.878334872 0.896410791 0.841400416 0.869398746 0.854803296 1.082528400
##  [5161] 1.092386989 0.887684330 0.662650792 0.674498078 0.674763253 0.837712610
##  [5167] 0.890932517 0.861528492 0.972330610 1.067126467 1.103194751 0.491971042
##  [5173] 0.577776462 0.568921282 1.068937152 1.148268713 1.101829567 0.506671456
##  [5179] 0.442692020 0.476620864 0.208433354 0.639091633 0.613561409 0.540718598
##  [5185] 0.437548270 0.430437866 0.440474054 0.789793555 0.781378329 0.870426884
##  [5191] 0.622376308 0.628707296 0.601516122 0.847434511 0.933107670 0.960627051
##  [5197] 0.688242193 0.702181104 0.606438348 0.637482512 0.566022132 0.631501345
##  [5203] 0.944763504 0.956636577 0.959439032 0.967702152 0.939405503 0.880577449
##  [5209] 0.735424010 0.722609932 0.664758301 0.719913484 0.730930744 0.719645260
##  [5215] 0.348672092 0.328248165 0.217102970 0.854846473 0.806459483 0.820205068
##  [5221] 0.774756626 0.828112078 0.797319177 0.861806240 0.873923314 0.889116235
##  [5227] 0.841122270 0.828501751 0.725585635 0.827427859 0.819863067 0.824455935
##  [5233] 0.729768036 0.638703744 0.732783355 0.969512287 0.979594543 0.965952771
##  [5239] 0.596089064 0.624723450 0.599158781 0.192834671 0.170666052 0.140577546
##  [5245] 0.850754921 0.819733960 0.831206888 0.103407293 0.077661469 0.080707743
##  [5251] 0.615720214 0.721672564 0.744840209 0.656039290 0.742285457 0.760565871
##  [5257] 0.789255744 0.675589595 0.834192519 0.158152032 0.153807560 0.202447327
##  [5263] 0.684878519 0.674438482 0.606420582 0.598376688 0.614891549 0.698081030
##  [5269] 0.794057016 0.802527212 0.768782979 0.721719569 0.760391574 0.777510796
##  [5275] 0.697377627 0.663584135 0.681402900 0.682946781 0.731652939 0.698182700
##  [5281] 0.871970419 0.881615548 0.693766364 0.516665017 0.501973485 0.508731346
##  [5287] 0.649526213 0.707386824 0.673441830 0.759031477 0.852805461 0.889177870
##  [5293] 0.281226402 0.362944409 0.355086032 0.862137395 0.938171911 0.895187138
##  [5299] 0.302724298 0.247503302 0.272314127 0.846004578 0.821970736 0.748976752
##  [5305] 0.641118168 0.631213450 0.644562926 0.991577764 0.983362785 1.069284451
##  [5311] 0.813676762 0.818274769 0.794769361 1.055758178 1.141524294 1.168899362
##  [5317] 0.735018039 0.745630119 0.645667888 0.845904821 0.772529378 0.838112581
##  [5323] 1.150011775 1.163630368 1.166053906 1.151925244 1.118450208 1.083849587
##  [5329] 0.941448359 0.926827636 0.869249689 0.851634625 0.868444846 0.844332788
##  [5335] 0.529179948 0.494258713 0.379185265 1.063272023 1.014883297 1.028631471
##  [5341] 0.982408580 1.035463704 1.004864534 0.991172795 1.003581436 1.022725091
##  [5347] 0.988067888 0.979054726 0.870458944 1.034268938 1.027175732 1.032389150
##  [5353] 0.937851467 0.847091168 0.939156337 1.177671473 1.187834234 1.174283099
##  [5359] 0.691705657 0.720490702 0.696558767 0.113440184 0.064695561 0.119322229
##  [5365] 1.049022921 1.018015257 1.029879306 0.212972988 0.189397500 0.208418890
##  [5371] 0.733283785 0.854439418 0.870737805 0.723200143 0.818113946 0.852846554
##  [5377] 0.989978152 0.878393726 1.036147709 0.154151565 0.092415262 0.153015546
##  [5383] 0.892111170 0.881559572 0.809035484 0.803021790 0.821633200 0.901199572
##  [5389] 0.873563929 0.873409841 0.853536517 0.864238931 0.898744228 0.924317201
##  [5395] 0.904644617 0.871038484 0.888319777 0.810473056 0.835599147 0.823551612
##  [5401] 1.080211474 1.089899181 0.893639788 0.680232009 0.686269504 0.688114768
##  [5407] 0.812749873 0.864644487 0.836463048 0.958395684 1.054508792 1.090050172
##  [5413] 0.489216224 0.570547153 0.563402750 1.069180544 1.146324023 1.102181356
##  [5419] 0.488578310 0.422349134 0.458952285 0.080248238 0.147575437 0.211863784
##  [5425] 0.231529171 0.206842222 0.182620757 0.173776784 0.274798502 0.208609233
##  [5431] 0.223479491 0.192261315 0.244985703 0.309467853 0.330170116 0.830824137
##  [5437] 0.847464271 0.807150818 0.081204700 0.193068612 0.184814328 0.399446621
##  [5443] 0.380493247 0.389968122 0.615262255 0.630033497 0.376216045 0.098984574
##  [5449] 0.103261998 0.060435200 0.568374102 0.548768255 0.596657767 0.378114513
##  [5455] 0.436848799 0.512721553 0.236004816 0.191046535 0.210493814 0.138783551
##  [5461] 0.189902304 0.160237708 0.653610374 0.659856117 0.652644718 0.563392759
##  [5467] 0.538858779 0.513685552 0.275556570 0.258161801 0.242907893 0.166508858
##  [5473] 0.104229971 0.224095311 0.336753807 0.348136809 0.337001669 0.649374463
##  [5479] 0.659409906 0.644913594 0.795606745 0.798045671 0.750470307 0.262208148
##  [5485] 0.236519547 0.242773184 0.680984238 0.684304419 0.669914752 0.583388697
##  [5491] 0.564808661 0.603612656 0.758330477 0.777416270 0.734549597 0.191396003
##  [5497] 0.091075805 0.220240505 0.767968366 0.788047808 0.812092046 0.178654225
##  [5503] 0.178674792 0.257616309 0.065230252 0.024758735 0.098694965 0.795431665
##  [5509] 0.827689544 0.763926875 0.522686344 0.558934847 0.529112826 0.059585733
##  [5515] 0.030538621 0.042319231 0.569898678 0.679449506 0.584612478 0.271394076
##  [5521] 0.278002141 0.312732546 0.526861598 0.419292162 0.447702114 0.397121219
##  [5527] 0.446580389 0.404787597 0.180860006 0.238929590 0.277833524 0.370333160
##  [5533] 0.276455735 0.287737102 0.298422589 0.335475440 0.327014155 0.393443232
##  [5539] 0.463959875 0.415236033 0.082119557 0.216879314 0.243366164 0.210356928
##  [5545] 0.255671693 0.247181564 0.347069404 0.277556680 0.293000616 0.257639874
##  [5551] 0.237066653 0.319557619 0.347630032 0.875936660 0.892819721 0.845249837
##  [5557] 0.024186696 0.114327564 0.107286144 0.367939106 0.361134057 0.367846465
##  [5563] 0.549661120 0.560073589 0.330347715 0.160116694 0.177622861 0.140680831
##  [5569] 0.632706292 0.615151589 0.659443961 0.393596113 0.452770647 0.513044297
##  [5575] 0.241353297 0.192958090 0.207511196 0.170363657 0.225286492 0.193372967
##  [5581] 0.725214991 0.732006105 0.726160733 0.637808712 0.613515692 0.581366195
##  [5587] 0.240952553 0.227035046 0.221472994 0.128871111 0.036265547 0.168120266
##  [5593] 0.357217148 0.366766377 0.352637009 0.696461009 0.709018885 0.692590022
##  [5599] 0.781563494 0.778360162 0.733948487 0.336476491 0.312621952 0.317727353
##  [5605] 0.644341194 0.651190718 0.635506093 0.636232332 0.629494841 0.668355772
##  [5611] 0.805084688 0.831582669 0.793163995 0.266446852 0.171296362 0.288987456
##  [5617] 0.731792999 0.757510595 0.774623476 0.115464493 0.111854137 0.177530338
##  [5623] 0.124326782 0.079749778 0.178092755 0.853302322 0.884235427 0.821472456
##  [5629] 0.589556116 0.627407330 0.600487944 0.107531458 0.077868197 0.103189862
##  [5635] 0.630547272 0.738675928 0.645983991 0.262796794 0.271628065 0.237952006
##  [5641] 0.450488979 0.343017867 0.371091962 0.462622603 0.515836066 0.472583940
##  [5647] 0.259515671 0.306847227 0.345184897 0.335110659 0.254547160 0.258729663
##  [5653] 0.270362255 0.329558989 0.302222588 0.399236290 0.465974736 0.416433217
##  [5659] 0.182604679 0.212600524 0.175517916 0.329968682 0.321180072 0.422111234
##  [5665] 0.308502982 0.324017730 0.284723780 0.306824341 0.394873907 0.425066148
##  [5671] 0.861342778 0.878385155 0.822843041 0.102999300 0.066299207 0.109327738
##  [5677] 0.417110701 0.420024918 0.424569742 0.551217291 0.552605373 0.366609767
##  [5683] 0.239133246 0.250659119 0.204193237 0.646780787 0.632770775 0.670773838
##  [5689] 0.356437072 0.414046064 0.459144701 0.316585247 0.268580632 0.280697733
##  [5695] 0.252322595 0.307182264 0.275281957 0.751117620 0.758960254 0.756068023
##  [5701] 0.670498991 0.647000763 0.601628441 0.292970005 0.282780920 0.284410264
##  [5707] 0.189366738 0.099002147 0.204403797 0.435450105 0.444368532 0.429434928
##  [5713] 0.686049824 0.701573381 0.682949344 0.714531813 0.707926151 0.665623352
##  [5719] 0.409781012 0.383917225 0.390338123 0.566161082 0.574441072 0.558259172
##  [5725] 0.633896760 0.644172421 0.682644651 0.793084212 0.828804784 0.796893374
##  [5731] 0.338970194 0.232424685 0.366150743 0.653553898 0.681547549 0.695821176
##  [5737] 0.151092029 0.142208658 0.144893541 0.163527346 0.134910925 0.244578283
##  [5743] 0.855462087 0.884293184 0.823431440 0.608334830 0.648432064 0.627192371
##  [5749] 0.187801266 0.155540789 0.180344842 0.639052249 0.743813367 0.655348308
##  [5755] 0.331251963 0.340923097 0.229098086 0.381512481 0.274285672 0.302965678
##  [5761] 0.481513747 0.539857689 0.494945384 0.326877373 0.384492240 0.423211658
##  [5767] 0.259911045 0.191403798 0.189809695 0.326080369 0.397506986 0.359056882
##  [5773] 0.352886263 0.414445650 0.365505268 0.030355587 0.007088031 0.352476421
##  [5779] 0.343985667 0.435383616 0.214143995 0.226015902 0.188547619 0.448219230
##  [5785] 0.520296012 0.541995151 0.679938634 0.697000356 0.640241481 0.239663149
##  [5791] 0.244797073 0.290850934 0.584606494 0.577158741 0.584356486 0.732473636
##  [5797] 0.730894172 0.542723500 0.302254583 0.285709892 0.228213070 0.490880422
##  [5803] 0.482183736 0.510815499 0.177226690 0.236193575 0.301348812 0.444937530
##  [5809] 0.397978908 0.415683704 0.350624639 0.400674830 0.371808247 0.610099321
##  [5815] 0.619473675 0.621657101 0.543735098 0.522643291 0.456038262 0.457684718
##  [5821] 0.443909540 0.437114652 0.345732206 0.251619949 0.378770382 0.548597419
##  [5827] 0.559999975 0.548727221 0.506848831 0.523924034 0.504166313 0.585164158
##  [5833] 0.590345500 0.541227567 0.416574621 0.385777949 0.396631799 0.492900588
##  [5839] 0.490994686 0.478722548 0.460497602 0.489147524 0.526193381 0.612737177
##  [5845] 0.653410154 0.627000328 0.352643128 0.238048818 0.396768920 0.577484696
##  [5851] 0.589960748 0.622826158 0.324232804 0.317330418 0.321270723 0.162201677
##  [5857] 0.187138346 0.260547811 0.683705351 0.710654916 0.651744952 0.460235071
##  [5863] 0.502469499 0.491237187 0.271414645 0.240319403 0.253191619 0.476366980
##  [5869] 0.575827073 0.493336088 0.474579298 0.482470267 0.410329813 0.482301053
##  [5875] 0.386867668 0.413892484 0.339510123 0.403171084 0.357993634 0.324080399
##  [5881] 0.415459812 0.452222817 0.198137752 0.095739407 0.119708659 0.487193873
##  [5887] 0.540691397 0.518879341 0.183734329 0.252921327 0.203803930 0.037380886
##  [5893] 0.360368209 0.352151519 0.440013440 0.205068032 0.215483576 0.180582682
##  [5899] 0.471656684 0.540959197 0.561264385 0.649605010 0.666665888 0.610291536
##  [5905] 0.265587870 0.275107749 0.320463205 0.611299569 0.602227266 0.609815787
##  [5911] 0.762775051 0.761242329 0.570970994 0.317716721 0.297677645 0.241285247
##  [5917] 0.464042475 0.456329020 0.483222489 0.150339901 0.209588290 0.281768493
##  [5923] 0.466623879 0.420287311 0.438538989 0.369605250 0.418120170 0.390153926
##  [5929] 0.585518027 0.595131353 0.598197062 0.521975144 0.501443010 0.431222769
##  [5935] 0.484307220 0.470080673 0.462164455 0.371927279 0.278652214 0.407060965
##  [5941] 0.567261119 0.578951386 0.568297189 0.476549438 0.493744226 0.473895896
##  [5947] 0.570794089 0.578631116 0.528293237 0.420468692 0.389472189 0.400837486
##  [5953] 0.491348275 0.487423932 0.476089401 0.430853530 0.462470004 0.499163560
##  [5959] 0.582384242 0.623422194 0.597709010 0.359097892 0.247609086 0.404934406
##  [5965] 0.574533243 0.583800444 0.620111534 0.352570408 0.345946686 0.351625564
##  [5971] 0.176834940 0.207094890 0.270623334 0.654134876 0.680845441 0.622199301
##  [5977] 0.434929276 0.477379032 0.468049614 0.290629551 0.260920395 0.271769900
##  [5983] 0.448388176 0.546851171 0.465433900 0.498099823 0.505690274 0.440606238
##  [5989] 0.506768998 0.413246299 0.439885935 0.316246030 0.380419329 0.335599040
##  [5995] 0.328598245 0.423317111 0.459137820 0.207352734 0.109542683 0.135355668
##  [6001] 0.513178052 0.563814754 0.544553763 0.161928800 0.232787849 0.184638502
##  [6007] 0.349979181 0.341433720 0.433570283 0.215830639 0.228010723 0.190056985
##  [6013] 0.442237815 0.514873870 0.536863376 0.686983763 0.704044930 0.647329014
##  [6019] 0.233243265 0.237738687 0.283789204 0.577979987 0.570835252 0.577957765
##  [6025] 0.725412586 0.723909813 0.535836440 0.298078185 0.282350365 0.224689437
##  [6031] 0.496668835 0.487703931 0.516815103 0.184023042 0.242926265 0.306880571
##  [6037] 0.439319141 0.392244094 0.409829740 0.345625756 0.395986486 0.366936914
##  [6043] 0.615255825 0.624565230 0.626515774 0.548170773 0.526942474 0.461287147
##  [6049] 0.451081147 0.437391239 0.430812771 0.339225325 0.244976751 0.371884904
##  [6055] 0.543593499 0.554931875 0.543529914 0.513787838 0.530790536 0.511085121
##  [6061] 0.589558536 0.594187720 0.545339359 0.414944038 0.384218005 0.394944649
##  [6067] 0.494563119 0.493112208 0.480636656 0.467143921 0.494891618 0.532030508
##  [6073] 0.619734896 0.660184978 0.633515606 0.350476486 0.235324604 0.394171480
##  [6079] 0.579425185 0.592609702 0.624697398 0.317344355 0.310398520 0.314269760
##  [6085] 0.158485805 0.182092169 0.257662418 0.690316713 0.717355635 0.658348231
##  [6091] 0.465612758 0.507780530 0.496052613 0.266422867 0.235048912 0.248362376
##  [6097] 0.482482973 0.582240233 0.499427591 0.468575683 0.476526146 0.403260979
##  [6103] 0.477387746 0.381402984 0.408539685 0.344404083 0.407904704 0.362658848
##  [6109] 0.322392679 0.412919466 0.449874514 0.197638276 0.094675520 0.117890030
##  [6115] 0.480705580 0.534756870 0.512446091 0.189768900 0.258591409 0.209360941
##  [6121] 0.008987610 0.092177875 0.212057028 0.217946190 0.218132201 0.267502328
##  [6127] 0.272233834 0.270312289 0.842161024 0.857597810 0.837940158 0.245723857
##  [6133] 0.369578254 0.344678587 0.437174207 0.394489065 0.408547948 0.718861331
##  [6139] 0.746028145 0.447964961 0.101236537 0.079359212 0.132698391 0.528793465
##  [6145] 0.502019265 0.561369061 0.482226806 0.535056466 0.632106032 0.234301831
##  [6151] 0.218407465 0.237414061 0.146752740 0.142905270 0.143442237 0.576794405
##  [6157] 0.579968348 0.565681791 0.475428730 0.450831668 0.463848067 0.341339260
##  [6163] 0.321633658 0.292582734 0.271208327 0.265514822 0.339742802 0.268145326
##  [6169] 0.281550185 0.279972624 0.662561938 0.664753979 0.656645997 0.928122459
##  [6175] 0.938482882 0.887355594 0.080937502 0.060968126 0.063052011 0.843372585
##  [6181] 0.842924830 0.830119209 0.583235870 0.524035175 0.560204820 0.767595918
##  [6187] 0.763655551 0.707666291 0.017359490 0.114978263 0.044602902 0.928909006
##  [6193] 0.942430144 0.973995324 0.315296281 0.320668981 0.423425569 0.196234951
##  [6199] 0.199216574 0.093843040 0.768833191 0.804470260 0.739563299 0.475738370
##  [6205] 0.502265431 0.460336403 0.152626416 0.177858290 0.152600434 0.544318613
##  [6211] 0.652829844 0.555411356 0.286511985 0.286437512 0.456175471 0.706134400
##  [6217] 0.598687161 0.626722444 0.368927951 0.395488180 0.365444600 0.049054677
##  [6223] 0.063013096 0.100220268 0.537391493 0.436693418 0.453162496 0.346188565
##  [6229] 0.328306719 0.362112274 0.511819212 0.583326401 0.538881966 0.101037975
##  [6235] 0.206810988 0.213204646 0.212046006 0.264961258 0.272891013 0.272247869
##  [6241] 0.839159809 0.854668658 0.834048797 0.237532221 0.361181792 0.336957377
##  [6247] 0.435089658 0.393360739 0.407264086 0.714301284 0.740898747 0.444325090
##  [6253] 0.093912333 0.070530003 0.123720391 0.527771598 0.501305226 0.560204100
##  [6259] 0.474960546 0.528078912 0.624550362 0.232544938 0.214916064 0.234258316
##  [6265] 0.142242164 0.141647833 0.140230035 0.577939124 0.581297334 0.567399044
##  [6271] 0.476997486 0.452333400 0.463182802 0.337443656 0.317701957 0.289026064
##  [6277] 0.265152846 0.257502788 0.333727091 0.270577280 0.283977234 0.281830460
##  [6283] 0.659235392 0.661795055 0.653376299 0.920306319 0.930414689 0.879384159
##  [6289] 0.089302626 0.067908984 0.070963803 0.834663731 0.834309681 0.821461781
##  [6295] 0.580377721 0.523063584 0.559463448 0.764604880 0.761761046 0.706346967
##  [6301] 0.021880500 0.106292002 0.052823543 0.920247609 0.933946389 0.965314912
##  [6307] 0.308350909 0.313548702 0.415583805 0.187373708 0.190257742 0.084976498
##  [6313] 0.767584479 0.803095302 0.738163024 0.474955075 0.502093823 0.460723152
##  [6319] 0.144732479 0.169418503 0.144202131 0.542613594 0.651407560 0.553918281
##  [6325] 0.284543328 0.284803409 0.449373500 0.697667456 0.590196840 0.618263536
##  [6331] 0.366703521 0.394624405 0.363788563 0.046782033 0.071485754 0.109009576
##  [6337] 0.528529746 0.427914549 0.444303456 0.343147387 0.327835079 0.359771414
##  [6343] 0.504158268 0.575722885 0.531097486 0.266380814 0.267435655 0.279646281
##  [6349] 0.320628231 0.297677145 0.283476680 0.862452385 0.877043110 0.867602832
##  [6355] 0.335978116 0.460513019 0.432324763 0.482218628 0.431936436 0.447076020
##  [6361] 0.782343700 0.814035612 0.505955468 0.189267809 0.171537081 0.223545844
##  [6367] 0.531820522 0.502363495 0.565354849 0.550412118 0.599700532 0.702646869
##  [6373] 0.282675729 0.280634216 0.296409531 0.219218647 0.194700905 0.208272309
##  [6379] 0.556872133 0.558113545 0.540044062 0.452845937 0.429469889 0.464456569
##  [6385] 0.403026412 0.383994110 0.352779468 0.349396764 0.354904722 0.416829312
##  [6391] 0.276379916 0.289039308 0.293362072 0.687608680 0.685967521 0.681159446
##  [6397] 1.000906303 1.014379592 0.962126748 0.021862864 0.051719888 0.039432937
##  [6403] 0.928127611 0.926275058 0.914106156 0.604306168 0.526626982 0.559864947
##  [6409] 0.788278686 0.772985757 0.711536166 0.085368484 0.202529926 0.062052810
##  [6415] 1.012865418 1.023805157 1.058206696 0.398581916 0.404972861 0.511536394
##  [6421] 0.284785915 0.291089314 0.183449577 0.771454636 0.808126804 0.743985626
##  [6427] 0.477302674 0.497049356 0.450244987 0.242092393 0.269205172 0.243880267
##  [6433] 0.554094301 0.658307482 0.562848467 0.334329606 0.331483272 0.537759276
##  [6439] 0.797227240 0.689905548 0.717799695 0.387811171 0.399844585 0.378742655
##  [6445] 0.111455998 0.050025965 0.038683823 0.624974801 0.523113900 0.540826014
##  [6451] 0.401037953 0.361710778 0.410837733 0.584166767 0.654638220 0.612486821
##  [6457] 0.015607482 0.026205620 0.427934321 0.464124023 0.470928385 0.642237678
##  [6463] 0.658303368 0.630863875 0.286678174 0.371757172 0.384348011 0.594606100
##  [6469] 0.565502628 0.577269824 0.823648512 0.836908409 0.580861921 0.230501871
##  [6475] 0.190314512 0.164194985 0.360229901 0.340169553 0.389190659 0.287265593
##  [6481] 0.334044252 0.440223707 0.406184378 0.371574396 0.392780727 0.299100042
##  [6487] 0.327236941 0.310766370 0.447709077 0.454641315 0.449641666 0.362625024
##  [6493] 0.338849102 0.305151858 0.476490863 0.457782933 0.437107292 0.372769806
##  [6499] 0.309064123 0.432648482 0.471559351 0.484788090 0.479971255 0.460489984
##  [6505] 0.466283268 0.455140957 0.739169232 0.756273724 0.702774219 0.244729315
##  [6511] 0.215114476 0.227972606 0.691757012 0.685091102 0.675193679 0.386701085
##  [6517] 0.356542573 0.395280907 0.568121433 0.576830876 0.529640124 0.202532754
##  [6523] 0.142456394 0.252545990 0.772602426 0.776023688 0.818317838 0.386585771
##  [6529] 0.385705671 0.447248725 0.153320454 0.199012214 0.159092278 0.590933450
##  [6535] 0.624293879 0.559857133 0.314077619 0.350643191 0.322986373 0.241208641
##  [6541] 0.233287394 0.223447786 0.364067298 0.474253544 0.378124281 0.452530355
##  [6547] 0.456290804 0.515452957 0.674460500 0.571152086 0.599689780 0.188926317
##  [6553] 0.238568963 0.196215338 0.165738854 0.267360113 0.295347594 0.411332625
##  [6559] 0.309838499 0.333695469 0.494356253 0.508567094 0.519241076 0.325132420
##  [6565] 0.393394871 0.354751220 0.040462647 0.440111261 0.474120680 0.479912777
##  [6571] 0.631768368 0.647728468 0.622134034 0.301901240 0.387343520 0.399852264
##  [6577] 0.607441508 0.577465882 0.589408220 0.838660150 0.852185937 0.594774783
##  [6583] 0.242016664 0.201117526 0.177750565 0.345931144 0.325456842 0.375194617
##  [6589] 0.290435694 0.335349365 0.443285248 0.417563145 0.383837623 0.405057188
##  [6595] 0.310761450 0.337216976 0.321732028 0.432226854 0.439117348 0.434046427
##  [6601] 0.347022599 0.323258789 0.290206353 0.490059203 0.471248027 0.450129986
##  [6607] 0.387074870 0.324344359 0.447410646 0.480122992 0.493405420 0.489061103
##  [6613] 0.450295518 0.455373831 0.444815651 0.742115135 0.760313250 0.706520869
##  [6619] 0.245639717 0.216719369 0.229665033 0.699685596 0.692387463 0.682819357
##  [6625] 0.375325229 0.342170718 0.380851947 0.557508403 0.564427235 0.516334649
##  [6631] 0.207433207 0.154859161 0.257181608 0.779898961 0.782178633 0.825608127
##  [6637] 0.401669240 0.400896488 0.462856203 0.168815781 0.214308490 0.170409658
##  [6643] 0.577692755 0.611283828 0.546734066 0.299286826 0.335543367 0.307500216
##  [6649] 0.254702236 0.247729862 0.237237377 0.350645262 0.460911791 0.364484539
##  [6655] 0.464483180 0.468017878 0.530922009 0.689149188 0.586078962 0.614587524
##  [6661] 0.174731128 0.223349529 0.181327627 0.170520475 0.271286118 0.297771336
##  [6667] 0.422408269 0.321524261 0.345711979 0.507411996 0.519722937 0.531917838
##  [6673] 0.329767499 0.397034254 0.359659635 0.419511600 0.460806004 0.469754907
##  [6679] 0.648385560 0.664663550 0.633407850 0.268207366 0.348648151 0.363743171
##  [6685] 0.584146450 0.557379668 0.568684735 0.805746899 0.817660456 0.567214825
##  [6691] 0.224678606 0.186672246 0.153320081 0.376463730 0.357822241 0.404441575
##  [6697] 0.271012908 0.320256722 0.423662541 0.399823807 0.363079421 0.384187960
##  [6703] 0.292446844 0.324402587 0.305754081 0.468811175 0.476081254 0.471966973
##  [6709] 0.385798901 0.362278742 0.323739302 0.464061344 0.445699741 0.426363291
##  [6715] 0.358095176 0.290203803 0.416102415 0.471246686 0.484336813 0.478558232
##  [6721] 0.466337490 0.473665837 0.461279212 0.722425539 0.738095368 0.685004416
##  [6727] 0.258334862 0.227967937 0.240589936 0.669146402 0.663136963 0.652898974
##  [6733] 0.395319742 0.373016278 0.411868522 0.574677082 0.587520265 0.542718531
##  [6739] 0.210412988 0.135499696 0.260396639 0.750614251 0.755285267 0.796321509
##  [6745] 0.368656286 0.367221190 0.424816957 0.133462990 0.180429416 0.154688061
##  [6751] 0.603768374 0.636480764 0.572409717 0.332064991 0.369778876 0.344228323
##  [6757] 0.229776019 0.218601249 0.211175951 0.377750790 0.487505876 0.392372738
##  [6763] 0.444628502 0.448949286 0.495054789 0.648688293 0.545650163 0.574148513
##  [6769] 0.205504357 0.258470240 0.214948969 0.174335702 0.276269524 0.306444445
##  [6775] 0.386123330 0.284284520 0.307946821 0.483413722 0.502511495 0.509315029
##  [6781] 0.306761849 0.376154105 0.335946458 0.096614663 0.134035220 1.067680127
##  [6787] 1.084031176 1.048836829 0.212903901 0.293983024 0.232084209 0.170855435
##  [6793] 0.137888368 0.149336441 0.462895157 0.497952250 0.185440370 0.198887051
##  [6799] 0.241355343 0.266538903 0.780319067 0.756219260 0.811375009 0.620876027
##  [6805] 0.679985879 0.748256362 0.039730982 0.056435641 0.035364768 0.130440122
##  [6811] 0.127207087 0.125364737 0.841246277 0.845069204 0.831913059 0.741333622
##  [6817] 0.716576443 0.718723409 0.087805477 0.072106724 0.041492112 0.119930400
##  [6823] 0.208918515 0.150205421 0.148210640 0.152568344 0.134750697 0.885622795
##  [6829] 0.893154213 0.880666491 1.018338991 1.013911631 0.970365481 0.325428294
##  [6835] 0.321482647 0.316897173 0.870804064 0.880413268 0.863881107 0.814349433
##  [6841] 0.776019755 0.813761459 0.994125679 1.004536465 0.955092283 0.284860635
##  [6847] 0.285478462 0.264434590 0.957923231 0.987873775 0.999228825 0.175371640
##  [6853] 0.186505170 0.295081160 0.309100084 0.267602284 0.270250182 1.016565074
##  [6859] 1.050724811 0.985965442 0.729635203 0.760243732 0.721705990 0.192406767
##  [6865] 0.214447800 0.212197360 0.789402491 0.899652699 0.802449949 0.026485855
##  [6871] 0.034563709 0.270459796 0.586304861 0.490009705 0.512580356 0.611881709
##  [6877] 0.649607115 0.613732680 0.308033502 0.271095981 0.293352602 0.566731274
##  [6883] 0.491403809 0.494220300 0.080423400 0.092689115 0.094990643 0.631953557
##  [6889] 0.700487768 0.651042191 0.039109887 1.105843770 1.121743799 1.094165481
##  [6895] 0.295629829 0.387992898 0.327534301 0.194662613 0.137739133 0.153340306
##  [6901] 0.516309529 0.558618965 0.242424960 0.237161308 0.274261933 0.314694833
##  [6907] 0.800639963 0.774164272 0.832998713 0.686908384 0.745250217 0.821629559
##  [6913] 0.078358151 0.126680151 0.114706123 0.173547196 0.136912283 0.156263801
##  [6919] 0.846142892 0.848593443 0.832578764 0.743368430 0.719154585 0.736019274
##  [6925] 0.170467609 0.160534145 0.135093995 0.213711162 0.295876420 0.246270335
##  [6931] 0.054416134 0.056430346 0.038253574 0.924406556 0.929156676 0.918935892
##  [6937] 1.099309961 1.097589804 1.052441198 0.308628877 0.314053947 0.306016707
##  [6943] 0.960902162 0.969258363 0.953131139 0.848507105 0.795945344 0.832333715
##  [6949] 1.031516229 1.033277528 0.978977816 0.288477548 0.325884882 0.253388698
##  [6955] 1.048239840 1.076160444 1.090164445 0.271164542 0.282235396 0.391695819
##  [6961] 0.368800741 0.333867815 0.306137436 1.040280870 1.075638553 1.010685743
##  [6967] 0.747834066 0.774426604 0.731877159 0.250907677 0.280140270 0.270372180
##  [6973] 0.814717558 0.923923114 0.826370539 0.082749085 0.072425701 0.363399458
##  [6979] 0.682138764 0.586532323 0.608912684 0.637867381 0.667513641 0.636135183
##  [6985] 0.319563561 0.253168860 0.263185657 0.653893383 0.573007212 0.578248387
##  [6991] 0.146305752 0.067026874 0.137328113 0.702827106 0.773056642 0.724083546
##  [6997] 1.110334273 1.126008536 1.101790138 0.324083764 0.421810428 0.362679779
##  [7003] 0.225507919 0.165799752 0.181350515 0.549920369 0.593692671 0.278616256
##  [7009] 0.249904252 0.283521674 0.328807148 0.798555215 0.771222063 0.831320121
##  [7015] 0.705009305 0.762782371 0.842814757 0.110104327 0.156820244 0.147954741
##  [7021] 0.191659523 0.146727738 0.171628445 0.837661572 0.839559118 0.822473933
##  [7027] 0.734175420 0.710294282 0.732989777 0.209568963 0.199542724 0.173516606
##  [7033] 0.248249792 0.326240360 0.284192631 0.015510019 0.019381628 0.009927915
##  [7039] 0.929606691 0.933156808 0.923932158 1.123988993 1.123784214 1.077779664
##  [7045] 0.296691656 0.305838439 0.296596724 0.991139421 0.998672230 0.982818956
##  [7051] 0.851986038 0.793718285 0.829408838 1.035838822 1.033938018 0.977760301
##  [7057] 0.285542550 0.336665237 0.245663014 1.078559919 1.105132683 1.120884973
##  [7063] 0.306794507 0.317770522 0.428653061 0.386565404 0.354867083 0.315613807
##  [7069] 1.038835532 1.074606262 1.009729551 0.745115543 0.769955671 0.725986515
##  [7075] 0.270729650 0.301928199 0.289501688 0.814630584 0.923024132 0.825662326
##  [7081] 0.121736646 0.111500159 0.402290600 0.720264130 0.623901572 0.646600935
##  [7087] 0.638949410 0.665102009 0.635755971 0.318933420 0.242542742 0.246973668
##  [7093] 0.682719869 0.599055700 0.605541440 0.184863529 0.098253982 0.173841847
##  [7099] 0.723138834 0.793970860 0.745368637 0.017068526 0.090043899 0.893841674
##  [7105] 0.924697911 0.966890448 1.229790653 1.205566789 1.216602429 1.412312463
##  [7111] 1.410203801 1.204455084 0.872404366 0.832546218 0.801147164 0.346807214
##  [7117] 0.378783473 0.314867263 0.521666263 0.476016957 0.515447624 1.047980668
##  [7123] 1.011281753 1.032323493 0.940646844 0.968962385 0.952973800 0.416877413
##  [7129] 0.426583351 0.455124291 0.486868187 0.497388815 0.411984953 1.106318669
##  [7135] 1.088974412 1.072297818 0.995576678 0.912112203 1.044020224 1.109526302
##  [7141] 1.122905539 1.119677407 0.182061282 0.177427851 0.187153004 0.621739847
##  [7147] 0.675596803 0.632871455 0.842112690 0.821009354 0.833083802 0.790954354
##  [7153] 0.761588917 0.768478329 0.259126098 0.352388885 0.331651500 0.074567286
##  [7159] 0.128767860 0.199916419 0.828519207 0.783526665 0.874728390 0.818597168
##  [7165] 0.773855996 0.850174461 0.991080418 0.986321559 1.000993184 0.765851351
##  [7171] 0.812589739 0.801257584 0.176842448 0.157765952 0.177029808 0.398677109
##  [7177] 0.397242359 0.448056199 0.876398183 0.860155098 0.857075357 0.313901662
##  [7183] 0.231449493 0.309529849 1.092951267 1.097334818 1.090086850 1.095997856
##  [7189] 1.026539991 1.048146619 0.475519566 0.467207449 0.483730515 0.793106347
##  [7195] 0.884467606 0.899820700 0.744882277 0.713941107 0.734757546 1.128694877
##  [7201] 1.150562609 1.156028965 0.548343434 0.526877602 0.555875330 0.099970600
##  [7207] 0.910676175 0.941756743 0.983895337 1.246351583 1.221919512 1.232998831
##  [7213] 1.429366866 1.427272279 1.221243236 0.888556306 0.848594269 0.817511148
##  [7219] 0.359034363 0.390999365 0.326733668 0.538643048 0.492815404 0.531202493
##  [7225] 1.064164906 1.027623805 1.048678425 0.956849048 0.984882053 0.969062760
##  [7231] 0.424664117 0.434085823 0.462747955 0.497077060 0.508203352 0.424736979
##  [7237] 1.122979425 1.105602769 1.088824108 1.012309745 0.928987951 1.060893447
##  [7243] 1.125105447 1.138489573 1.135371634 0.198435017 0.192879873 0.203384363
##  [7249] 0.632491951 0.686693653 0.644655823 0.856786451 0.835915245 0.847941636
##  [7255] 0.804723835 0.775168165 0.782291953 0.274394628 0.364616541 0.342713695
##  [7261] 0.090227573 0.134373148 0.206925623 0.843862524 0.799729311 0.889898051
##  [7267] 0.831261852 0.785871378 0.862376237 1.007985355 1.003249508 1.018059993
##  [7273] 0.782519042 0.829303331 0.817356156 0.179022032 0.156782540 0.182191847
##  [7279] 0.411404729 0.408697912 0.459688158 0.892851952 0.876756244 0.873554530
##  [7285] 0.327129775 0.241457946 0.322175935 1.109265944 1.113603655 1.107140009
##  [7291] 1.112523000 1.043344758 1.064894218 0.490487255 0.480946545 0.498302277
##  [7297] 0.808545018 0.899489955 0.914508428 0.761491228 0.730926426 0.751701842
##  [7303] 1.145259026 1.166719454 1.172524009 0.565139122 0.543160412 0.572487814
##  [7309] 0.864655288 0.884116254 0.930556696 1.206308903 1.186247992 1.196444429
##  [7315] 1.371048781 1.365466452 1.175522689 0.857881496 0.819916557 0.783368364
##  [7321] 0.378755447 0.409897847 0.350276774 0.472567449 0.421589693 0.445494109
##  [7327] 1.032110584 0.992820093 1.013542698 0.924937854 0.957547118 0.939051628
##  [7333] 0.471580216 0.482389289 0.509992989 0.528337109 0.535173894 0.438444603
##  [7339] 1.080955864 1.064424312 1.050030332 0.968815808 0.881503164 1.012969391
##  [7345] 1.102239967 1.115508762 1.110832182 0.182377533 0.191883185 0.189396073
##  [7351] 0.532521351 0.586760353 0.545060600 0.846533324 0.823099042 0.835616296
##  [7357] 0.708374361 0.678335757 0.686087323 0.268516993 0.384163787 0.371480191
##  [7363] 0.111444855 0.201347440 0.263809722 0.825534960 0.768715570 0.873524400
##  [7369] 0.732582338 0.686435610 0.763106121 0.959112706 0.953500184 0.958528307
##  [7375] 0.741935941 0.787230463 0.788032322 0.255328531 0.242443125 0.247983288
##  [7381] 0.425636142 0.432914349 0.481544046 0.856455673 0.837208083 0.836733177
##  [7387] 0.339707453 0.281046055 0.339843108 1.074674251 1.079849143 1.049670270
##  [7393] 1.033279770 0.969318461 0.989575707 0.480813279 0.484592661 0.493039992
##  [7399] 0.789184418 0.884886058 0.903760319 0.684505545 0.663682489 0.682680945
##  [7405] 1.105438194 1.134783415 1.134126957 0.493085803 0.462725676 0.496641810
##  [7411] 0.125002390 0.104375630 0.345955862 0.337740658 0.344716535 0.537552073
##  [7417] 0.550321352 0.311025407 0.147109434 0.169672429 0.139948378 0.644456007
##  [7423] 0.626003677 0.671836953 0.415921876 0.475153718 0.536799890 0.217370074
##  [7429] 0.168978898 0.183352728 0.149899198 0.204557991 0.172718326 0.733446390
##  [7435] 0.739910540 0.733182116 0.644176722 0.619700806 0.591594129 0.218996431
##  [7441] 0.204493912 0.197882878 0.106368171 0.023025970 0.150848763 0.333882364
##  [7447] 0.343267693 0.328957573 0.713763698 0.725684966 0.709741721 0.805747752
##  [7453] 0.802458118 0.758113544 0.326646255 0.304240339 0.308468719 0.667427256
##  [7459] 0.674600664 0.658812429 0.651937065 0.641094477 0.679959630 0.822551223
##  [7465] 0.847045953 0.807175427 0.257641176 0.170781187 0.276546072 0.754876158
##  [7471] 0.781076036 0.797548460 0.100650457 0.099061928 0.179995352 0.135074272
##  [7477] 0.087804650 0.174434780 0.867599128 0.898984246 0.835861058 0.600168026
##  [7483] 0.637284134 0.608801726 0.094017474 0.069619095 0.093917455 0.643723066
##  [7489] 0.752441567 0.658906958 0.238670462 0.247466763 0.231552067 0.461512458
##  [7495] 0.354454526 0.382108244 0.473702264 0.525237379 0.482652173 0.253962262
##  [7501] 0.293894495 0.331730643 0.358660016 0.278730912 0.282763822 0.247624895
##  [7507] 0.305425341 0.279216431 0.422507344 0.489594095 0.440055409 0.065595469
##  [7513] 0.379567202 0.391210423 0.393538570 0.487678564 0.487280434 0.320728318
##  [7519] 0.272040157 0.291905733 0.253075387 0.712982883 0.698759397 0.737059742
##  [7525] 0.414482886 0.470784854 0.506316966 0.311711359 0.266351558 0.273911041
##  [7531] 0.268883317 0.321613206 0.290662392 0.816262283 0.823948178 0.820536920
##  [7537] 0.734309085 0.710601538 0.667361837 0.261790426 0.255519042 0.264365384
##  [7543] 0.174390767 0.108870334 0.166761372 0.433844525 0.441154059 0.424743120
##  [7549] 0.750522607 0.766528463 0.747564856 0.746900287 0.735739521 0.696629125
##  [7555] 0.450477783 0.426920686 0.431882325 0.580051779 0.591820590 0.574610094
##  [7561] 0.699591197 0.710346682 0.748848659 0.857098855 0.894293135 0.862990144
##  [7567] 0.380669967 0.283088634 0.401469707 0.666618809 0.699874944 0.707025571
##  [7573] 0.121005377 0.110059005 0.078616039 0.222568044 0.186667410 0.291690438
##  [7579] 0.921428770 0.950062339 0.889395376 0.674213558 0.714122790 0.692103251
##  [7585] 0.218934572 0.191776698 0.216983917 0.705348197 0.810001138 0.721647443
##  [7591] 0.315767296 0.326214069 0.165622271 0.336718083 0.229503821 0.257291275
##  [7597] 0.547261019 0.605069173 0.560317044 0.373543740 0.418886727 0.456724245
##  [7603] 0.286280467 0.237168893 0.229359110 0.296872665 0.379444642 0.329792246
##  [7609] 0.406405545 0.463856422 0.415997978 0.314839404 0.325618066 0.327979762
##  [7615] 0.448682602 0.455459916 0.259000526 0.243712015 0.271617943 0.244249488
##  [7621] 0.736971228 0.720345936 0.762900512 0.465689232 0.523372106 0.565965170
##  [7627] 0.253093506 0.210143000 0.215044317 0.225769689 0.274951860 0.245721728
##  [7633] 0.832051773 0.838963729 0.833351822 0.745085016 0.720800167 0.687116686
##  [7639] 0.196195267 0.190172910 0.200398588 0.114588644 0.081796514 0.101389925
##  [7645] 0.375397547 0.381889818 0.364936752 0.789840399 0.804157102 0.786425238
##  [7651] 0.811668900 0.801087144 0.761588848 0.425006722 0.404577554 0.407730278
##  [7657] 0.645250133 0.657296108 0.640026848 0.733964159 0.733928984 0.772738836
##  [7663] 0.897638417 0.929404097 0.893964374 0.357853240 0.275095948 0.371178289
##  [7669] 0.731661862 0.765371123 0.771783070 0.056892243 0.045734393 0.079338486
##  [7675] 0.231036801 0.187009461 0.278547501 0.953496171 0.983503687 0.921539314
##  [7681] 0.694988493 0.733377997 0.707332731 0.192346469 0.173202833 0.196313903
##  [7687] 0.732972115 0.839984506 0.748746840 0.252707483 0.263319949 0.131346751
##  [7693] 0.373460197 0.269541863 0.295273271 0.567820982 0.622200096 0.578568654
##  [7699] 0.356980115 0.387281317 0.423542262 0.351392839 0.296775064 0.291340767
##  [7705] 0.231304155 0.315283837 0.264205619 0.461839166 0.522187202 0.473591392
##  [7711] 0.061568958 0.047541716 0.325908036 0.372991629 0.081185283 0.368361472
##  [7717] 0.411156052 0.430981751 0.949943544 0.926303534 0.980667706 0.761526177
##  [7723] 0.820678261 0.875672343 0.203077110 0.225255447 0.204261885 0.300661453
##  [7729] 0.294826115 0.296146101 1.012054625 1.015812256 1.002417774 0.911911407
##  [7735] 0.887184826 0.888955521 0.126995133 0.142152752 0.157799018 0.239654468
##  [7741] 0.333006392 0.213845805 0.239782055 0.233693521 0.218349417 1.048030478
##  [7747] 1.057019414 1.043381757 1.126428580 1.114893964 1.076195597 0.489729357
##  [7753] 0.488929433 0.483240975 0.951618279 0.966200821 0.948341772 0.979401106
##  [7759] 0.945728820 0.983662261 1.156904793 1.171293006 1.123553251 0.454491913
##  [7765] 0.452638515 0.430047443 1.036434487 1.074240614 1.074340096 0.266030344
##  [7771] 0.275240327 0.343843969 0.464658417 0.419089057 0.439015109 1.184974830
##  [7777] 1.218720568 1.154128075 0.899718067 0.930799339 0.892533975 0.354391851
##  [7783] 0.369759583 0.373278668 0.957797392 1.068104711 0.971197920 0.150688267
##  [7789] 0.151605116 0.273469284 0.591046120 0.514307283 0.529804606 0.780627827
##  [7795] 0.819857247 0.783299951 0.478726240 0.434217225 0.450896834 0.665832667
##  [7801] 0.608469948 0.605171286 0.101098558 0.127995047 0.076095461 0.765506187
##  [7807] 0.830059813 0.780713742 0.015636492 0.387381413 0.434491442 0.132340552
##  [7813] 0.335640519 0.377573919 0.404421704 0.915682169 0.890891021 0.947105758
##  [7819] 0.752371257 0.811632098 0.873861198 0.161950301 0.194305888 0.173243346
##  [7825] 0.266859449 0.251716289 0.258384430 0.971248839 0.974455917 0.959911158
##  [7831] 0.869827380 0.845274903 0.853139442 0.129435310 0.137301645 0.140073974
##  [7837] 0.233092354 0.328459218 0.225228303 0.179613787 0.172872982 0.158153778
##  [7843] 1.023510184 1.030997607 1.018554581 1.134198848 1.125682603 1.084846781
##  [7849] 0.441054975 0.442877686 0.436195629 0.969918796 0.982676620 0.965265805
##  [7855] 0.952071161 0.911272861 0.948696756 1.132011408 1.141780457 1.091469454
##  [7861] 0.411586767 0.423089532 0.382896475 1.055835338 1.090788280 1.095080235
##  [7867] 0.271819353 0.282200107 0.367076998 0.445290603 0.402135605 0.407238242
##  [7873] 1.152951631 1.187369413 1.122531919 0.864336957 0.893740370 0.853679278
##  [7879] 0.329867004 0.350053438 0.349532657 0.925917031 1.036063849 0.938693613
##  [7885] 0.112984164 0.109985656 0.308173036 0.631201580 0.548251682 0.565953311
##  [7891] 0.748284616 0.784069106 0.749338977 0.438531996 0.385293774 0.398941580
##  [7897] 0.675789727 0.610466557 0.609816250 0.094503574 0.070942748 0.061453611
##  [7903] 0.760247480 0.827041926 0.777504145 0.372713680 0.420409574 0.122486792
##  [7909] 0.347856556 0.390017401 0.415527131 0.928537896 0.903942322 0.959844512
##  [7915] 0.760083865 0.819351275 0.879955314 0.175276879 0.205732156 0.184556540
##  [7921] 0.279140310 0.265675736 0.271402678 0.985202133 0.988494519 0.974121380
##  [7927] 0.883961089 0.859378049 0.866251864 0.132178068 0.142030190 0.148003047
##  [7933] 0.239246946 0.334553601 0.226943362 0.195087717 0.188175288 0.173633181
##  [7939] 1.034567706 1.042350568 1.029671336 1.138083387 1.128813174 1.088499329
##  [7945] 0.456003947 0.457474993 0.450928344 0.971069973 0.984309120 0.966775375
##  [7951] 0.963657854 0.924161836 0.961682549 1.143165214 1.153818656 1.103970575
##  [7957] 0.425693087 0.434814462 0.397617019 1.056724885 1.092436793 1.095625172
##  [7963] 0.275203173 0.285343402 0.366346088 0.454959667 0.411217201 0.419375690
##  [7969] 1.165451527 1.199752782 1.134949908 0.877376788 0.907073471 0.867301888
##  [7975] 0.340419610 0.359627765 0.359964600 0.938348696 1.048547493 0.951241228
##  [7981] 0.125211969 0.123036574 0.304132090 0.626009652 0.544843598 0.561918298
##  [7987] 0.760749889 0.797158960 0.762096820 0.452216283 0.400251419 0.414251709
##  [7993] 0.678921534 0.615490631 0.614200799 0.098530995 0.086475786 0.065794563
##  [7999] 0.767082031 0.833395115 0.783875948 0.061139184 0.278163340 0.628811075
##  [8005] 0.669541423 0.666408313 1.181956469 1.163483502 1.209037633 0.899443967
##  [8011] 0.953785959 0.971790680 0.502099593 0.502687008 0.486008615 0.572129127
##  [8017] 0.587647615 0.577235408 1.267865047 1.273648601 1.264865379 1.174619252
##  [8023] 1.149813807 1.128797540 0.379458951 0.398739262 0.429610876 0.457486109
##  [8029] 0.515779654 0.392459037 0.564632614 0.559235991 0.543334401 1.237166935
##  [8035] 1.252217899 1.233975400 1.160448779 1.133646351 1.108146599 0.785309815
##  [8041] 0.777326880 0.774611153 0.939316054 0.962953970 0.943862374 1.182629811
##  [8047] 1.178626082 1.217493291 1.344300810 1.378048583 1.342201190 0.735802157
##  [8053] 0.694994335 0.723898149 1.012546806 1.064049095 1.040734897 0.437142417
##  [8059] 0.438631795 0.412535400 0.672550703 0.625317922 0.689470236 1.401958594
##  [8065] 1.432150967 1.370030524 1.137569554 1.174183016 1.143738999 0.594033239
##  [8071] 0.592756694 0.607798849 1.180167964 1.287965497 1.195642194 0.453310400
##  [8077] 0.458760262 0.322233696 0.484328699 0.466586110 0.463874497 1.011249327
##  [8083] 1.061842225 1.019850631 0.750961182 0.732424637 0.756203725 0.724686752
##  [8089] 0.712531996 0.697570723 0.383320741 0.451667270 0.380842281 0.885832171
##  [8095] 0.935093864 0.890480695 0.316847517 0.652523090 0.691945696 0.683893428
##  [8101] 1.192317842 1.175200677 1.218360419 0.892917677 0.945586587 0.956397271
##  [8107] 0.537604495 0.533401791 0.518159649 0.599602800 0.619786329 0.606752436
##  [8113] 1.283604931 1.289889519 1.282377787 1.192689532 1.168011156 1.141398467
##  [8119] 0.411892129 0.430446030 0.462145347 0.478927385 0.527845620 0.411583581
##  [8125] 0.608725698 0.604222705 0.587678826 1.237544434 1.253794154 1.234686679
##  [8131] 1.132195025 1.103058275 1.079976589 0.815567376 0.805580768 0.803737437
##  [8137] 0.905485029 0.930341692 0.911259211 1.186448667 1.189219332 1.228052891
##  [8143] 1.343615689 1.381409733 1.348461762 0.762642060 0.713359201 0.754298431
##  [8149] 0.976118978 1.029337659 1.002545290 0.451492506 0.451489078 0.409690073
##  [8155] 0.684218205 0.637896201 0.709718588 1.407520646 1.436746575 1.375509011
##  [8161] 1.149629564 1.187331871 1.159029937 0.614213857 0.609623153 0.626550373
##  [8167] 1.188295860 1.294815955 1.204140559 0.490964920 0.497330851 0.324971667
##  [8173] 0.443622316 0.437574863 0.431519822 1.022655707 1.075471127 1.032552178
##  [8179] 0.775290026 0.764009784 0.789827832 0.706641646 0.703108070 0.686342949
##  [8185] 0.420193075 0.495734223 0.421608946 0.876144494 0.921827714 0.878733578
##  [8191] 0.365681176 0.408205563 0.417154249 0.940504155 0.918812618 0.969968222
##  [8197] 0.719738106 0.778315777 0.824934778 0.224250646 0.229571653 0.211171303
##  [8203] 0.302945511 0.311749810 0.304625672 1.012965923 1.017658012 1.006353980
##  [8209] 0.915608282 0.890733412 0.882347517 0.107453759 0.127205169 0.155393390
##  [8215] 0.209754986 0.294136426 0.163953160 0.293915496 0.290651621 0.273343266
##  [8221] 1.023846151 1.034869994 1.019641748 1.065338796 1.051172168 1.014444724
##  [8227] 0.510155137 0.504451340 0.500705120 0.882232851 0.898177845 0.880016330
##  [8233] 0.959496612 0.936617615 0.975128708 1.132756540 1.153629656 1.109900355
##  [8239] 0.465221002 0.442475484 0.448892177 0.966051029 1.005913711 1.002936530
##  [8245] 0.218492106 0.225718865 0.274837162 0.440022052 0.392562125 0.432509427
##  [8251] 1.170982125 1.203593085 1.139614438 0.892349158 0.925912712 0.890837373
##  [8257] 0.340555297 0.348670488 0.357548457 0.944669688 1.054636123 0.958935304
##  [8263] 0.175174745 0.180900898 0.196915462 0.510568472 0.436340302 0.450784177
##  [8269] 0.769485352 0.813714719 0.774606396 0.484336464 0.456284281 0.478674912
##  [8275] 0.604719025 0.555774611 0.549770525 0.105311975 0.182130297 0.105099194
##  [8281] 0.719232595 0.780877859 0.732066805 0.042914324 0.079078354 0.581654424
##  [8287] 0.557959017 0.612567173 0.456997603 0.514094928 0.598952167 0.175685415
##  [8293] 0.143186971 0.164322105 0.068787524 0.103259293 0.081197953 0.647487672
##  [8299] 0.652043685 0.640706886 0.549970581 0.525092296 0.520679543 0.258334307
##  [8305] 0.238687206 0.213524612 0.174073945 0.165641917 0.242458166 0.253669609
##  [8311] 0.266153028 0.258044596 0.690469057 0.696750578 0.685253311 0.887359580
##  [8317] 0.892085822 0.843416265 0.181294754 0.161821317 0.164206815 0.779485767
##  [8323] 0.782269229 0.768112661 0.617163406 0.577408265 0.615303198 0.798423950
##  [8329] 0.806155020 0.756214345 0.115404937 0.089192541 0.129438328 0.866340356
##  [8335] 0.885361043 0.910607882 0.214616716 0.219662162 0.322688546 0.140884696
##  [8341] 0.121685983 0.071627820 0.817689450 0.851908806 0.787123750 0.531374870
##  [8347] 0.562919337 0.526036288 0.053105856 0.083599649 0.059268517 0.590541198
##  [8353] 0.700777676 0.603562911 0.222715767 0.226023430 0.355781240 0.608621314
##  [8359] 0.501536662 0.529217580 0.412997542 0.451608610 0.415020872 0.122797415
##  [8365] 0.146925009 0.185095767 0.469075457 0.373780253 0.386105514 0.270376754
##  [8371] 0.278163183 0.292325641 0.478236710 0.549815752 0.502236916 0.057973573
##  [8377] 0.538991733 0.515147710 0.570021947 0.430770441 0.486595586 0.576318486
##  [8383] 0.216710156 0.185918518 0.207000889 0.110944166 0.137731148 0.120617894
##  [8389] 0.604807107 0.609452494 0.598377525 0.507668945 0.482788453 0.477825542
##  [8395] 0.300952131 0.281349403 0.256423271 0.213021967 0.190679274 0.280733585
##  [8401] 0.285716710 0.298635271 0.292176515 0.650796900 0.656423949 0.645455451
##  [8407] 0.868442632 0.875671990 0.825831415 0.159353817 0.135018055 0.140264918
##  [8413] 0.771785713 0.772792338 0.759353823 0.576436646 0.534716456 0.572549669
##  [8419] 0.758399614 0.764524755 0.713954217 0.088885955 0.053889681 0.118313679
##  [8425] 0.857998984 0.874111729 0.902760148 0.248647399 0.252513816 0.349238687
##  [8431] 0.124317396 0.120500268 0.032094511 0.775435564 0.809796721 0.744966697
##  [8437] 0.488562142 0.520009050 0.483185717 0.080630800 0.100427134 0.075762955
##  [8443] 0.548354920 0.658533854 0.561228502 0.264807966 0.267722096 0.389716600
##  [8449] 0.627956044 0.520418119 0.548598164 0.370737974 0.408743572 0.372385359
##  [8455] 0.086022833 0.137277483 0.176105546 0.463432810 0.364575006 0.379423406
##  [8461] 0.313291078 0.318637449 0.335094711 0.455338053 0.527169908 0.480699744
##  [8467] 0.523351636 0.501945545 0.552895057 0.378200075 0.435106539 0.521436461
##  [8473] 0.248854473 0.210163871 0.231178912 0.142150757 0.182290760 0.158497456
##  [8479] 0.601516254 0.607240503 0.598769713 0.508854536 0.484146026 0.465832274
##  [8485] 0.312330834 0.293589065 0.273265995 0.210742524 0.162821340 0.273950182
##  [8491] 0.332739584 0.345193032 0.336827515 0.619093278 0.626896943 0.614161039
##  [8497] 0.811987365 0.818463134 0.768930601 0.208818158 0.181231122 0.188829425
##  [8503] 0.713923679 0.714827949 0.701418313 0.548627106 0.519478857 0.558026247
##  [8509] 0.727643639 0.740356947 0.693835085 0.138347017 0.030849584 0.174506183
##  [8515] 0.800079313 0.816163960 0.844870961 0.232991722 0.234373126 0.317947853
##  [8521] 0.066388650 0.069450113 0.040801715 0.755122954 0.788401583 0.724019250
##  [8527] 0.475552919 0.510095565 0.477629950 0.077013866 0.074343532 0.059700024
##  [8533] 0.528245696 0.638447191 0.542207441 0.291932841 0.296685730 0.370361197
##  [8539] 0.585249317 0.477774529 0.506316467 0.352373830 0.397622127 0.357643892
##  [8545] 0.122736979 0.193550218 0.232045250 0.405989985 0.306701017 0.321878971
##  [8551] 0.330431019 0.351453102 0.356014484 0.400532153 0.472269001 0.425191971
##  [8557] 0.031976705 0.033657223 0.407406541 0.400457129 0.503230722 0.753853781
##  [8563] 0.724841342 0.745965000 0.649879150 0.666855064 0.657306048 0.141898082
##  [8569] 0.154055181 0.171188555 0.153730906 0.157180226 0.067705505 0.835212359
##  [8575] 0.816175433 0.793779903 0.732976095 0.666184135 0.792434207 0.795305868
##  [8581] 0.808652560 0.808315844 0.204938789 0.188017124 0.197579202 0.746842575
##  [8587] 0.786964561 0.732799886 0.513025085 0.496304629 0.507287147 0.817136527
##  [8593] 0.796861975 0.795389939 0.127787093 0.005582728 0.035866880 0.277526283
##  [8599] 0.242609744 0.179889357 0.513119660 0.498659481 0.554405371 0.876226677
##  [8605] 0.853097916 0.918127903 0.745023677 0.743324832 0.791335388 0.509411517
##  [8611] 0.556782648 0.511005797 0.240479054 0.276714971 0.212252642 0.054600065
##  [8617] 0.055373911 0.102832214 0.600045552 0.593516905 0.582989526 0.043914178
##  [8623] 0.126621346 0.038956465 0.803400971 0.805703981 0.868058954 0.969233674
##  [8629] 0.877288296 0.903866676 0.171314814 0.133477419 0.166643622 0.481076438
##  [8635] 0.560978400 0.570276115 0.637720943 0.563911941 0.589835357 0.851028598
##  [8641] 0.853502220 0.873954689 0.454178037 0.481327960 0.478477115 0.064899233
##  [8647] 0.410074231 0.407717092 0.513845216 0.728957047 0.701060863 0.722115359
##  [8653] 0.625831351 0.641173823 0.632550687 0.134637706 0.145965319 0.158347654
##  [8659] 0.126866742 0.127688418 0.038238640 0.812988424 0.793807916 0.770769299
##  [8665] 0.712263146 0.648023149 0.772816571 0.767657160 0.780975673 0.781018736
##  [8671] 0.234303398 0.218629858 0.226914319 0.765149814 0.803869343 0.749311224
##  [8677] 0.483855051 0.467881856 0.478655019 0.826698216 0.807405025 0.805213905
##  [8683] 0.154039694 0.026394649 0.058196435 0.309375210 0.273663758 0.209280256
##  [8689] 0.486100223 0.476416023 0.526474261 0.888032753 0.866892168 0.930510669
##  [8695] 0.726342983 0.725036796 0.776807243 0.491237072 0.538203845 0.487850788
##  [8701] 0.269130305 0.305764169 0.241782026 0.026586148 0.030333805 0.071825159
##  [8707] 0.578267859 0.573129434 0.561645481 0.071579151 0.157159693 0.070229091
##  [8713] 0.778946205 0.780974894 0.851640385 0.962836173 0.869051000 0.895997493
##  [8719] 0.152551828 0.106871019 0.144321046 0.454746491 0.532547994 0.540906779
##  [8725] 0.636329127 0.558781407 0.584904796 0.827932498 0.827954186 0.850240153
##  [8731] 0.457740054 0.489273853 0.483221950 0.417174774 0.405511384 0.504055449
##  [8737] 0.785381871 0.755727720 0.776884161 0.680959860 0.698840963 0.688790559
##  [8743] 0.147165725 0.159586371 0.180936614 0.178529615 0.185009950 0.101362357
##  [8749] 0.865071303 0.846136192 0.824162062 0.761876217 0.693330730 0.820530631
##  [8755] 0.828208777 0.841565748 0.841063187 0.181418390 0.161728790 0.174210232
##  [8761] 0.737841845 0.779642072 0.726052995 0.546493027 0.529552341 0.540601128
##  [8767] 0.818319559 0.796984235 0.796317834 0.112420124 0.039045599 0.026574527
##  [8773] 0.246787205 0.208989610 0.146630839 0.545811520 0.528762337 0.587463163
##  [8779] 0.874799055 0.849405528 0.915985228 0.772478994 0.770494435 0.815572793
##  [8785] 0.536773052 0.584359949 0.541652684 0.207518836 0.243517635 0.178893041
##  [8791] 0.088243683 0.083032152 0.133285194 0.629754148 0.622308972 0.612430662
##  [8797] 0.037805586 0.092995282 0.021478151 0.834658851 0.837120355 0.893722560
##  [8803] 0.986310708 0.896115500 0.922338188 0.200533204 0.166496255 0.197768145
##  [8809] 0.513466319 0.594216746 0.603787708 0.650594651 0.580478063 0.606150413
##  [8815] 0.881442683 0.885365530 0.904746512 0.462784654 0.485197548 0.485752506
##  [8821] 0.059267561 0.152959899 0.614109022 0.568572762 0.587309197 0.513964724
##  [8827] 0.559626049 0.533383996 0.544708873 0.555995549 0.566140376 0.505967766
##  [8833] 0.490460576 0.396165016 0.634546948 0.620410966 0.612340685 0.522247953
##  [8839] 0.428673437 0.555807167 0.709956717 0.722093356 0.712504636 0.361487296
##  [8845] 0.383645924 0.360525197 0.451904184 0.470268608 0.416207088 0.529232407
##  [8851] 0.498693511 0.511186020 0.432497280 0.419117298 0.412887360 0.337092967
##  [8857] 0.407614255 0.438665799 0.460099443 0.516095671 0.504606900 0.477236023
##  [8863] 0.377555853 0.526250495 0.505289956 0.499449964 0.550416168 0.501265300
##  [8869] 0.494140927 0.487061505 0.318497458 0.354287081 0.400688324 0.555012651
##  [8875] 0.576621391 0.524158881 0.395200909 0.437000622 0.444162494 0.436018334
##  [8881] 0.408199105 0.416547327 0.379507765 0.460126793 0.396579747 0.647354249
##  [8887] 0.654681937 0.579279336 0.585336045 0.507619719 0.530702499 0.305178173
##  [8893] 0.366358127 0.328816385 0.442656634 0.543355817 0.575724838 0.237408936
##  [8899] 0.192303655 0.213342176 0.663517952 0.712646987 0.694870067 0.048783295
##  [8905] 0.106898995 0.077762556 0.115654513 0.672849181 0.627503660 0.646334963
##  [8911] 0.572077440 0.617008842 0.591214003 0.541175269 0.552955023 0.565892048
##  [8917] 0.513554230 0.500418079 0.399179064 0.693710601 0.679635521 0.671605265
##  [8923] 0.581465088 0.487763782 0.614435625 0.767453126 0.779695896 0.770391118
##  [8929] 0.325637797 0.350123139 0.325699862 0.409417720 0.433016175 0.377922462
##  [8935] 0.578238918 0.548096490 0.560780125 0.420185626 0.402815584 0.399174697
##  [8941] 0.314206588 0.401473449 0.428949923 0.418264867 0.481652784 0.477632630
##  [8947] 0.529161240 0.433038125 0.578652717 0.486399595 0.473585969 0.530471335
##  [8953] 0.559904986 0.552633441 0.542004960 0.376551463 0.413152059 0.456026127
##  [8959] 0.524247719 0.543018875 0.494376605 0.396242995 0.436332524 0.450215412
##  [8965] 0.494451712 0.467022984 0.474890033 0.367780109 0.437231365 0.384251792
##  [8971] 0.706467665 0.713740798 0.634838725 0.622259034 0.550529447 0.572221459
##  [8977] 0.322354889 0.379203973 0.346286047 0.493866760 0.595316763 0.626554688
##  [8983] 0.270775750 0.242599245 0.261095068 0.722761162 0.771662914 0.754132005
##  [8989] 0.072326950 0.081850096 0.084533740 0.746194443 0.699021105 0.716347464
##  [8995] 0.651194318 0.699860420 0.671890510 0.645072449 0.657143355 0.672067959
##  [9001] 0.624726967 0.612731291 0.508747657 0.750112880 0.738123351 0.734495710
##  [9007] 0.640821541 0.545450487 0.663548073 0.848980362 0.860608260 0.849719465
##  [9013] 0.394131904 0.421690926 0.396082456 0.298945692 0.318749630 0.264112491
##  [9019] 0.681598573 0.650935262 0.663330787 0.314267243 0.293681391 0.292320466
##  [9025] 0.403048063 0.504879150 0.528901084 0.469812543 0.547073431 0.555953086
##  [9031] 0.627976152 0.524168124 0.676441899 0.374634169 0.358674681 0.417859881
##  [9037] 0.610010286 0.601337619 0.568828429 0.458249913 0.488095184 0.547411754
##  [9043] 0.595368832 0.608602026 0.567822520 0.504703871 0.543288737 0.560984624
##  [9049] 0.572086816 0.541562722 0.553410530 0.467013757 0.522337683 0.482577573
##  [9055] 0.774459359 0.782682800 0.662693709 0.590850223 0.536277174 0.553613496
##  [9061] 0.437482318 0.493103628 0.461391944 0.594017511 0.693915836 0.727099240
##  [9067] 0.251391053 0.269346836 0.278223625 0.781699820 0.840916150 0.814164941
##  [9073] 0.120981057 0.049168686 0.097546570 0.048395341 0.038049320 0.107376968
##  [9079] 0.091750657 0.096609105 0.810335018 0.813802927 0.799903330 0.709538702
##  [9085] 0.684878336 0.691192580 0.127352599 0.110924033 0.079241613 0.138512108
##  [9091] 0.217583163 0.181013953 0.122352342 0.129460441 0.113408253 0.865997448
##  [9097] 0.872433003 0.860828337 1.021827163 1.019593152 0.974718495 0.288389298
##  [9103] 0.286088040 0.280811020 0.882685579 0.890926160 0.874826208 0.792814815
##  [9109] 0.749419999 0.786786167 0.974055139 0.981215143 0.930031282 0.251581778
##  [9115] 0.264464351 0.227876763 0.970044773 0.997805547 1.012070395 0.197781786
##  [9121] 0.208618454 0.321283457 0.297766612 0.259901681 0.247179614 0.991507415
##  [9127] 1.026105028 0.961219596 0.702407125 0.731833683 0.692060527 0.179241993
##  [9133] 0.205956802 0.199123572 0.764619397 0.874660432 0.777210418 0.052481459
##  [9139] 0.052328139 0.304512033 0.615644037 0.517033806 0.540562592 0.586982087
##  [9145] 0.622127014 0.587619520 0.277068700 0.233506611 0.254464268 0.575536184
##  [9151] 0.495193811 0.500080964 0.118944327 0.102718395 0.128995555 0.628162342
##  [9157] 0.697858745 0.648679942 0.021221267 0.075583606 0.087099747 0.075076549
##  [9163] 0.788187904 0.792293677 0.779799767 0.689098441 0.664277646 0.663700082
##  [9169] 0.123470553 0.103986667 0.074179162 0.096533811 0.169616359 0.149998513
##  [9175] 0.168007419 0.176187677 0.160886262 0.829222271 0.836718782 0.824254356
##  [9181] 0.973616074 0.971220199 0.926422342 0.282688308 0.275225196 0.272033425
##  [9187] 0.834740652 0.842770699 0.826732048 0.757929946 0.720592249 0.758462773
##  [9193] 0.937706532 0.948260262 0.899150297 0.235681434 0.229120995 0.221287177
##  [9199] 0.922127323 0.949570801 0.964286281 0.156811629 0.167169725 0.281905933
##  [9205] 0.254306599 0.214376902 0.214248254 0.960612885 0.994668485 0.929944864
##  [9211] 0.674474945 0.705622781 0.667828922 0.136678216 0.160633487 0.156568064
##  [9217] 0.733425928 0.843703509 0.746584833 0.081864171 0.087385376 0.275865815
##  [9223] 0.578183386 0.477407353 0.501823243 0.555990728 0.594602227 0.558207436
##  [9229] 0.256103131 0.230608650 0.257630978 0.527251632 0.446885368 0.451686299
##  [9235] 0.128861777 0.144438922 0.149179765 0.581481541 0.650835246 0.601560166
##  [9241] 0.096409010 0.101746572 0.094032903 0.808684633 0.812707576 0.800014069
##  [9247] 0.709342125 0.684538293 0.684722202 0.106617238 0.087720921 0.056399166
##  [9253] 0.100465053 0.181827102 0.145576127 0.160382189 0.167272889 0.150874617
##  [9259] 0.850267205 0.857842757 0.845316724 0.988995893 0.985729667 0.941459209
##  [9265] 0.299482439 0.293290268 0.289587849 0.846439230 0.855127220 0.838878437
##  [9271] 0.779101551 0.741705627 0.779549588 0.958780850 0.969478604 0.920353051
##  [9277] 0.254742753 0.250330084 0.238101429 0.933740440 0.962229468 0.975558903
##  [9283] 0.159809288 0.170614131 0.283655702 0.274260495 0.233455634 0.235449774
##  [9289] 0.981817050 1.015883225 0.951156292 0.695529212 0.726547106 0.688552372
##  [9295] 0.157169946 0.179984923 0.176999289 0.754632097 0.864906931 0.767776689
##  [9301] 0.061229647 0.067518300 0.270508527 0.578616880 0.479438453 0.503175343
##  [9307] 0.577184650 0.615617637 0.579337455 0.276138673 0.246446115 0.271747449
##  [9313] 0.540243386 0.462009992 0.465941776 0.108912537 0.125339917 0.128167444
##  [9319] 0.599352988 0.668342772 0.618979072 0.054958477 0.023071653 0.712695520
##  [9325] 0.716868308 0.704590300 0.613862086 0.589023556 0.588386039 0.195677913
##  [9331] 0.175900575 0.148347948 0.130623296 0.160733835 0.197619465 0.197974028
##  [9337] 0.209433237 0.198784787 0.758648184 0.765233180 0.753497368 0.934048682
##  [9343] 0.935550649 0.888542440 0.217631889 0.205983642 0.204523350 0.811604787
##  [9349] 0.816849736 0.801767728 0.685799793 0.645580318 0.683338001 0.866758632
##  [9355] 0.874942516 0.824848317 0.163675487 0.157120727 0.157473050 0.898970211
##  [9361] 0.921952004 0.942370744 0.183574550 0.191407407 0.304219872 0.195526617
##  [9367] 0.163535467 0.140408521 0.886327693 0.920613981 0.855809769 0.599245875
##  [9373] 0.630140082 0.592245427 0.079210295 0.111597344 0.097845204 0.659210518
##  [9379] 0.769420001 0.672148077 0.153960887 0.157256581 0.319725770 0.599001712
##  [9385] 0.494026362 0.520415292 0.481623644 0.519274779 0.483297768 0.181428427
##  [9391] 0.170253826 0.202955308 0.500899483 0.411883670 0.420675790 0.204207604
##  [9397] 0.210076001 0.224566084 0.531482505 0.602326220 0.553779352 0.031913923
##  [9403] 0.719547284 0.722819150 0.708577598 0.618332379 0.593727018 0.603201076
##  [9409] 0.208354302 0.189427239 0.158086258 0.170701241 0.214383525 0.232767939
##  [9415] 0.150483971 0.162902667 0.155027372 0.787496274 0.792347646 0.782032289
##  [9421] 0.985329892 0.987908256 0.940357452 0.198426618 0.194547298 0.189707549
##  [9427] 0.866138376 0.871079323 0.856117717 0.711809323 0.662286113 0.699208998
##  [9433] 0.894655190 0.897488966 0.844317277 0.160106113 0.190258852 0.137276438
##  [9439] 0.953470390 0.975899755 0.996971031 0.228313699 0.237241091 0.352010538
##  [9445] 0.241880082 0.214553943 0.169760125 0.905723471 0.940777749 0.875824404
##  [9451] 0.614700643 0.642957661 0.602199744 0.130830264 0.164541821 0.147802098
##  [9457] 0.679497904 0.789101236 0.691529898 0.144199885 0.143633892 0.358104170
##  [9463] 0.648275506 0.544348513 0.570225107 0.502215042 0.534314412 0.501387271
##  [9469] 0.187125850 0.144784869 0.170558842 0.555317980 0.465168940 0.474628122
##  [9475] 0.207431930 0.186800586 0.220476745 0.579511784 0.650815944 0.602729983
##  [9481] 0.715909583 0.719706689 0.706594780 0.615993274 0.591227869 0.594849200
##  [9487] 0.198423498 0.178832654 0.149236283 0.145675016 0.182960915 0.210678229
##  [9493] 0.177113289 0.188924412 0.179180199 0.771131830 0.776992729 0.765847357
##  [9499] 0.955820041 0.957740298 0.910520223 0.208820076 0.200258222 0.197395226
##  [9505] 0.834582317 0.839727673 0.824685994 0.697054031 0.652890104 0.690324394
##  [9511] 0.878886615 0.884833588 0.833427717 0.160752097 0.170336269 0.147631297
##  [9517] 0.921937882 0.944733384 0.965369317 0.201229926 0.209628687 0.323568495
##  [9523] 0.214942384 0.184985846 0.151719524 0.894902872 0.929524147 0.864631797
##  [9529] 0.605989056 0.635799425 0.596663524 0.100733445 0.133844359 0.118625750
##  [9535] 0.668039031 0.778061123 0.680604375 0.146637473 0.148428853 0.334650736
##  [9541] 0.619177463 0.514677768 0.540828217 0.490409108 0.525757515 0.491024746
##  [9547] 0.182677617 0.158491732 0.188769402 0.523835773 0.434397908 0.443443844
##  [9553] 0.202918301 0.198036750 0.220355341 0.551891030 0.622941130 0.574572578
##  [9559] 0.012421915 0.038459846 0.104207019 0.127449571 0.154352100 0.905759161
##  [9565] 0.886150054 0.860604226 0.811634709 0.756102417 0.875423427 0.831924087
##  [9571] 0.844875991 0.847587899 0.320822317 0.296789008 0.314073245 0.884976315
##  [9577] 0.926477273 0.872698741 0.541593528 0.532340472 0.541124672 0.958849041
##  [9583] 0.938727245 0.937153585 0.259413707 0.140208047 0.120620703 0.361024565
##  [9589] 0.291202507 0.217927149 0.559773500 0.573400351 0.592962519 1.018098346
##  [9595] 0.994517291 1.059921785 0.832249732 0.832124084 0.893242089 0.601029428
##  [9601] 0.646245426 0.581006806 0.260534115 0.296221572 0.245550882 0.151801651
##  [9607] 0.109047228 0.124727345 0.675286263 0.675134814 0.660493271 0.180905813
##  [9613] 0.190552009 0.167663902 0.862015128 0.862645397 0.963148245 1.092190461
##  [9619] 0.996291663 1.023672546 0.271790536 0.211267309 0.256373002 0.533412370
##  [9625] 0.595119865 0.595177281 0.769982995 0.690101485 0.716332284 0.916892958
##  [9631] 0.904798197 0.936218589 0.592325364 0.622419137 0.617622882 0.028821498
##  [9637] 0.105386417 0.129439410 0.164275533 0.910371621 0.890730818 0.864930228
##  [9643] 0.817076347 0.762622504 0.881189756 0.833610307 0.846510128 0.849486978
##  [9649] 0.332850975 0.308643122 0.326130641 0.897398136 0.938885884 0.885097282
##  [9655] 0.543189714 0.534614713 0.543179602 0.970849594 0.950810779 0.949176622
##  [9661] 0.271822688 0.152265168 0.133042449 0.371634690 0.300297189 0.227187396
##  [9667] 0.562879267 0.578891088 0.595273937 1.030281036 1.006819888 1.072145332
##  [9673] 0.838443191 0.838460852 0.900740025 0.607928220 0.652876577 0.586070175
##  [9679] 0.268100371 0.303381874 0.254164547 0.162312054 0.119656522 0.131878220
##  [9685] 0.680615029 0.681025879 0.666046580 0.193281008 0.201477821 0.180081925
##  [9691] 0.865607724 0.866088588 0.969958108 1.101681500 1.005402703 1.032855776
##  [9697] 0.280651839 0.219327994 0.264628857 0.537087687 0.597041663 0.596294024
##  [9703] 0.780591293 0.700095280 0.726342367 0.921073885 0.907692149 0.940057926
##  [9709] 0.603704187 0.634262356 0.629134444 0.090751369 0.115621428 0.170683927
##  [9715] 0.898942759 0.879241357 0.852877308 0.807680344 0.756020185 0.872549723
##  [9721] 0.816128430 0.828923065 0.832398886 0.357576667 0.334071917 0.350728073
##  [9727] 0.917447350 0.958044440 0.903950252 0.525803450 0.518556094 0.526675981
##  [9733] 0.985045866 0.965683569 0.963556451 0.293303092 0.168650920 0.154438743
##  [9739] 0.399479145 0.329046783 0.255886250 0.548474279 0.569883567 0.579204610
##  [9745] 1.046027271 1.023923525 1.088297116 0.830920853 0.831311090 0.896726590
##  [9751] 0.602529728 0.646691112 0.576014112 0.296820540 0.331979391 0.282979616
##  [9757] 0.170939937 0.129627876 0.130525210 0.671073664 0.672878933 0.657072616
##  [9763] 0.212542993 0.228950311 0.200601078 0.851939591 0.852101131 0.963979782
##  [9769] 1.103903332 1.006349192 1.034034234 0.282151503 0.218883706 0.264342550
##  [9775] 0.523941687 0.580207800 0.577950227 0.787346869 0.704442131 0.730725308
##  [9781] 0.908659978 0.892535766 0.926879400 0.614266972 0.647528033 0.640389953
##  [9787] 0.024880498 0.117619475 0.808194218 0.788491522 0.762138298 0.717300614
##  [9793] 0.667082452 0.782430628 0.728230420 0.741136795 0.744103307 0.358407368
##  [9799] 0.340102088 0.351075180 0.886961125 0.923748021 0.868748624 0.437815665
##  [9805] 0.429341837 0.437829359 0.933504654 0.916311491 0.912664142 0.280606701
##  [9811] 0.148935721 0.156985536 0.422583537 0.368827436 0.296718091 0.458268008
##  [9817] 0.479744908 0.490008489 0.999127718 0.981703359 1.042580650 0.741361865
##  [9823] 0.741969353 0.809808145 0.514721047 0.558166773 0.485507986 0.348179127
##  [9829] 0.385194176 0.327704363 0.124635268 0.098470471 0.063912920 0.580686371
##  [9835] 0.583073706 0.566897581 0.197139499 0.255619181 0.191861953 0.761502561
##  [9841] 0.761773933 0.875348469 1.024755248 0.925376945 0.953367121 0.207351304
##  [9847] 0.142793535 0.186573348 0.433320661 0.491663951 0.491091104 0.717508627
##  [9853] 0.630066219 0.656301738 0.817955388 0.802765237 0.836312430 0.554707696
##  [9859] 0.595276270 0.582458081 0.111074222 0.783321345 0.763620085 0.737290145
##  [9865] 0.692471868 0.642622459 0.757658941 0.704493367 0.717436703 0.720221485
##  [9871] 0.361824422 0.345133280 0.354443562 0.879273380 0.914924093 0.859752060
##  [9877] 0.414145677 0.405189494 0.413821656 0.919743388 0.903193580 0.899113538
##  [9883] 0.281358913 0.151987794 0.165817160 0.431293809 0.382113495 0.310973052
##  [9889] 0.433693562 0.454980416 0.465844567 0.986623815 0.970552234 1.030369243
##  [9895] 0.716730311 0.717394314 0.785889307 0.490614639 0.533839449 0.460656951
##  [9901] 0.364353267 0.401545931 0.342523815 0.120260673 0.102298193 0.057590006
##  [9907] 0.555858501 0.558388358 0.542119457 0.199224302 0.267185172 0.196055674
##  [9913] 0.736809389 0.737127467 0.850951923 1.002989009 0.903121914 0.931190279
##  [9919] 0.188721380 0.124778437 0.167006711 0.408550920 0.467753763 0.467817674
##  [9925] 0.698653124 0.609951852 0.636142796 0.793131680 0.778336659 0.811559587
##  [9931] 0.539243295 0.581903013 0.567413377 0.776287301 0.757043135 0.733714730
##  [9937] 0.676395767 0.613788648 0.737562103 0.729418588 0.742737324 0.742788013
##  [9943] 0.259325216 0.246561840 0.251954885 0.769463488 0.806130419 0.751141485
##  [9949] 0.445836871 0.429689555 0.440497371 0.819340148 0.801298580 0.798220205
##  [9955] 0.175213803 0.062358923 0.096419562 0.341155438 0.310277372 0.247080044
##  [9961] 0.447900087 0.439872326 0.488240559 0.883371197 0.864836488 0.926519610
##  [9967] 0.691704094 0.690655968 0.745092019 0.457184394 0.503805620 0.450847696
##  [9973] 0.307182478 0.343717118 0.279538828 0.013350638 0.046891504 0.054168990
##  [9979] 0.541892577 0.537542544 0.525516816 0.099115468 0.194286786 0.102576271
##  [9985] 0.741319271 0.743256149 0.818462645 0.937952638 0.842559036 0.869813146
##  [9991] 0.120114695 0.069116927 0.108953563 0.416656843 0.494359946 0.502965899
##  [9997] 0.616968821 0.535827200 0.562071087 0.790827031 0.789995249 0.812874732
## [10003] 0.444533022 0.481029156 0.471229670 0.019779801 0.050305113 0.112797152
## [10009] 0.206153512 0.096056822 0.224863717 0.225977279 0.207504518 0.924929337
## [10015] 0.934830543 0.920467821 1.005944276 0.996687783 0.956325918 0.405874504
## [10021] 0.398665398 0.395488224 0.840681343 0.853272468 0.835891186 0.858251628
## [10027] 0.831230819 0.869611419 1.033886421 1.051473583 1.006093308 0.358524470
## [10033] 0.336618408 0.344465319 0.926736926 0.961378462 0.966231036 0.143040675
## [10039] 0.153169155 0.241035679 0.340468992 0.294041040 0.325802576 1.067335549
## [10045] 1.100400184 1.036147590 0.786475750 0.819514927 0.783886663 0.235357952
## [10051] 0.246667626 0.253139176 0.840558144 0.950727233 0.854535459 0.088851468
## [10057] 0.098404628 0.195810999 0.518929726 0.429010842 0.449036164 0.664542021
## [10063] 0.707497220 0.668964385 0.376980684 0.353057747 0.377966201 0.546782978
## [10069] 0.484225906 0.482341715 0.035645503 0.131700627 0.068093631 0.638975437
## [10075] 0.704100906 0.654671876 0.032079792 0.098185067 0.192994509 0.093313204
## [10081] 0.214582348 0.216733857 0.198309169 0.907446828 0.917081402 0.902926203
## [10087] 0.996903510 0.988649342 0.947592713 0.386575047 0.379090258 0.376015687
## [10093] 0.835422280 0.847327900 0.830128482 0.840232072 0.812168676 0.850510504
## [10099] 1.016388561 1.033199583 0.987421483 0.338806832 0.317525146 0.325163609
## [10105] 0.921795551 0.955364780 0.961750044 0.135071156 0.145709994 0.240746641
## [10111] 0.323247562 0.277226397 0.306418852 1.048697218 1.081869753 1.017556841
## [10117] 0.767283709 0.800169821 0.764370937 0.216578086 0.228934231 0.234604280
## [10123] 0.821829876 0.932036129 0.835731067 0.077806140 0.088158162 0.203004093
## [10129] 0.523984276 0.431723559 0.452644559 0.645622438 0.688213167 0.649850295
## [10135] 0.357201905 0.333995971 0.359411041 0.538830261 0.473501119 0.472545121
## [10141] 0.043577691 0.129033525 0.076321914 0.625946447 0.691747152 0.642254618
## [10147] 0.095132382 0.189745884 0.111591186 0.188126432 0.191509101 0.173319575
## [10153] 0.890453987 0.899268406 0.885758230 0.998693167 0.992246767 0.949982787
## [10159] 0.355848162 0.349225040 0.345762583 0.843867846 0.854638369 0.837757875
## [10165] 0.821602739 0.789663834 0.827813811 0.999290508 1.013621802 0.966432828
## [10171] 0.309849931 0.295530883 0.294454820 0.930667692 0.962457012 0.971322454
## [10177] 0.143627363 0.154739441 0.258504932 0.308100528 0.263593279 0.282920044
## [10183] 1.027812234 1.061371308 0.996860272 0.744203644 0.776302199 0.739521998
## [10189] 0.196596704 0.212835540 0.215500365 0.800701685 0.910996894 0.814295833
## [10195] 0.053787272 0.064637880 0.229414412 0.547072298 0.452247004 0.474194516
## [10201] 0.623842451 0.664723258 0.627211064 0.329680761 0.302829920 0.327688124
## [10207] 0.543245097 0.472985570 0.473811417 0.057296647 0.115083741 0.084106456
## [10213] 0.620319267 0.687436251 0.637894999 0.095375474 0.068582050 0.260840168
## [10219] 0.267509369 0.250758116 0.814605352 0.825289183 0.810308090 0.903560786
## [10225] 0.897282107 0.854870380 0.346555371 0.331995718 0.332086595 0.751150297
## [10231] 0.761162297 0.744489820 0.749744336 0.729242203 0.767924919 0.923554857
## [10237] 0.943912980 0.900767162 0.287032180 0.238236784 0.287421639 0.838198162
## [10243] 0.868795983 0.879380550 0.060280008 0.070688648 0.185457461 0.230340309
## [10249] 0.183070210 0.231984236 0.961737510 0.994130640 0.930285605 0.685946644
## [10255] 0.720814134 0.688087248 0.136614349 0.139587945 0.151269477 0.735825579
## [10261] 0.845589016 0.750326968 0.142916642 0.153018785 0.189206655 0.481993753
## [10267] 0.380875328 0.405369120 0.561691555 0.608325810 0.567948689 0.296816004
## [10273] 0.300780047 0.333424472 0.448636662 0.378027689 0.378679145 0.141497045
## [10279] 0.208516261 0.173514833 0.527959532 0.594158364 0.544635104 0.131910428
## [10285] 0.336848066 0.345568290 0.330496295 0.732514167 0.744905819 0.728607172
## [10291] 0.809883522 0.804994957 0.761643324 0.346307440 0.324662394 0.328460553
## [10297] 0.665136057 0.673404211 0.657254756 0.671787065 0.662874297 0.701742609
## [10303] 0.841178267 0.867057604 0.827973541 0.277966348 0.193633132 0.294755342
## [10309] 0.752515577 0.780423243 0.794684953 0.079800039 0.077164077 0.158559822
## [10315] 0.156820925 0.110053713 0.196754066 0.888258589 0.919407263 0.856471223
## [10321] 0.622255509 0.659576951 0.631432178 0.112972766 0.091471615 0.115025178
## [10327] 0.664891589 0.773353677 0.680185351 0.233932814 0.243285795 0.208543801
## [10333] 0.443802761 0.337222433 0.364519211 0.495625116 0.547630766 0.504871226
## [10339] 0.275585638 0.311699794 0.349073783 0.358438733 0.283438522 0.285370344
## [10345] 0.236513771 0.300572548 0.268783215 0.432992445 0.498848526 0.449336044
## [10351] 0.298413767 0.302552401 0.284522455 0.864321359 0.876471214 0.860369082
## [10357] 0.912962063 0.902453777 0.862945805 0.414591623 0.400484383 0.400404690
## [10363] 0.744704603 0.757514127 0.740062993 0.802761762 0.788889678 0.827700563
## [10369] 0.973027684 0.997811558 0.957247923 0.355607049 0.302688222 0.354998961
## [10375] 0.830703282 0.865635299 0.870174881 0.054542688 0.062283769 0.147718702
## [10381] 0.284523354 0.236667149 0.298195182 1.017843849 1.049477573 0.986170683
## [10387] 0.746691390 0.782569327 0.751376600 0.202651361 0.200423502 0.215544423
## [10393] 0.793220853 0.902356482 0.808158336 0.165303748 0.176147264 0.125894764
## [10399] 0.436099464 0.340660792 0.362677902 0.621207487 0.670104323 0.628734765
## [10405] 0.365085774 0.367799965 0.399394527 0.452782288 0.395297904 0.391398305
## [10411] 0.131632978 0.222105541 0.164082640 0.555997426 0.618713884 0.569638305
## [10417] 0.013404966 0.021462058 0.929155383 0.932225949 0.923402320 1.131571008
## [10423] 1.132036626 1.085663367 0.290429339 0.301003873 0.291326570 1.001256647
## [10429] 1.008407569 0.992683969 0.850891339 0.790416627 0.825813478 1.034991351
## [10435] 1.031643957 0.974754340 0.282891001 0.339236854 0.241338524 1.088698082
## [10441] 1.114642933 1.131203134 0.319801988 0.330720250 0.442256056 0.391800002
## [10447] 0.361501366 0.317746870 1.035715885 1.071634410 1.006812169 0.741656261
## [10453] 0.765798751 0.721312812 0.277184209 0.309045189 0.295596813 0.812152030
## [10459] 0.920167680 0.822933549 0.136794529 0.126663514 0.417166991 0.734512308
## [10465] 0.637686770 0.660575283 0.637072028 0.661828666 0.633306988 0.317041185
## [10471] 0.237080387 0.239258014 0.692296672 0.607460164 0.614484306 0.200360810
## [10477] 0.113070363 0.189227865 0.729001061 0.800045897 0.751628823 0.018473648
## [10483] 0.942510691 0.945610400 0.936763207 1.142474806 1.142538215 1.096390121
## [10489] 0.303321157 0.314189484 0.304438283 1.010410577 1.017867767 1.002041967
## [10495] 0.864282389 0.803759042 0.839127744 1.048372272 1.045041480 0.988117263
## [10501] 0.296287030 0.352078148 0.254611361 1.097835506 1.124276948 1.140189703
## [10507] 0.325917499 0.336912467 0.447464754 0.403794536 0.372864528 0.330686677
## [10513] 1.049069978 1.084998890 1.020180750 0.754985546 0.779047566 0.734484926
## [10519] 0.288613835 0.320149637 0.307200758 0.825544468 0.933540777 0.836314694
## [10525] 0.139045338 0.128577385 0.419695912 0.738514569 0.642568915 0.665117427
## [10531] 0.650476973 0.675175961 0.646701972 0.330445580 0.250173856 0.251730654
## [10537] 0.701872727 0.617849969 0.624516424 0.199890536 0.108726273 0.186645558
## [10543] 0.740761493 0.811713678 0.763208683 0.938876375 0.942531396 0.933219858
## [10549] 1.130107091 1.129501297 1.083723861 0.306613978 0.315746447 0.306519042
## [10555] 0.995591572 1.003406493 0.987460034 0.861397507 0.803485182 0.839207507
## [10561] 1.045192469 1.043561011 0.987486965 0.295265748 0.345170894 0.255550116
## [10567] 1.082988754 1.110019342 1.125172537 0.308766075 0.319799539 0.429799166
## [10573] 0.394012736 0.361656724 0.324270788 1.048575719 1.084326879 1.019443984
## [10579] 0.754901462 0.779807732 0.735875454 0.277676092 0.308500520 0.296608281
## [10585] 0.824287399 0.932732024 0.835354989 0.120666280 0.110161055 0.401289342
## [10591] 0.720380784 0.624735974 0.647157159 0.648517449 0.674869264 0.645415333
## [10597] 0.328539898 0.252469506 0.256804699 0.687609466 0.604744805 0.610882428
## [10603] 0.181572467 0.091945301 0.168973463 0.730207772 0.800926222 0.752237520
## [10609] 0.029004597 0.007394496 0.580950357 0.627709739 0.576885042 0.666786413
## [10615] 0.644294369 0.656632918 0.698848018 0.673355848 0.676183309 0.086258518
## [10621] 0.209977518 0.206197284 0.108962549 0.156047722 0.164694065 0.649384294
## [10627] 0.601533900 0.696428447 0.743378338 0.709514961 0.781154058 0.811845626
## [10633] 0.807462003 0.827857044 0.584548186 0.631538286 0.619414106 0.201397477
## [10639] 0.217551206 0.173776198 0.246994686 0.260297895 0.305940915 0.694423635
## [10645] 0.678543233 0.675140892 0.162745299 0.144552357 0.166546494 0.910890181
## [10651] 0.915285349 0.915147733 0.946051943 0.868805151 0.892145085 0.299910795
## [10657] 0.302377749 0.311150513 0.613549655 0.706960637 0.724275493 0.595476887
## [10663] 0.550760863 0.573476688 0.946946834 0.968608210 0.974118874 0.396008214
## [10669] 0.391603689 0.409831234 0.025663990 0.609582482 0.656542878 0.605813509
## [10675] 0.665449705 0.643925850 0.656073792 0.727394089 0.702042158 0.704741321
## [10681] 0.081801540 0.193305544 0.185264689 0.102863123 0.132451009 0.135885959
## [10687] 0.651091420 0.608195644 0.697353927 0.772299753 0.738519349 0.810132288
## [10693] 0.824482944 0.820428855 0.844254667 0.594962136 0.642309402 0.625371743
## [10699] 0.174761299 0.193218256 0.146224553 0.233761873 0.242934638 0.290437787
## [10705] 0.702836055 0.688185462 0.683772203 0.147920029 0.116504917 0.149088001
## [10711] 0.918162480 0.922251303 0.930554849 0.968857048 0.890090225 0.913792696
## [10717] 0.298462547 0.294737768 0.307646692 0.615699640 0.707221821 0.723109871
## [10723] 0.618978811 0.571285619 0.594455443 0.956021934 0.974850343 0.982642102
## [10729] 0.419700022 0.417871002 0.434555111 0.586018940 0.632484624 0.581450954
## [10735] 0.660373579 0.638006040 0.650320452 0.701791404 0.676503860 0.679143138
## [10741] 0.079141219 0.202609950 0.199080522 0.113535281 0.156060604 0.161409487
## [10747] 0.643392759 0.596376750 0.690326930 0.747009708 0.713608641 0.784999132
## [10753] 0.808006682 0.803703806 0.825018639 0.580160291 0.627238477 0.614128362
## [10759] 0.199995407 0.217321071 0.171767943 0.239613670 0.252942170 0.298547686
## [10765] 0.689625166 0.674001021 0.670384876 0.155354010 0.139253551 0.159218487
## [10771] 0.905884952 0.910221038 0.912036593 0.945421531 0.867571152 0.891049874
## [10777] 0.293399589 0.295264031 0.304409664 0.607620681 0.700765646 0.717890224
## [10783] 0.595123090 0.549217360 0.572102116 0.942309863 0.963410244 0.969368832
## [10789] 0.395711307 0.392651470 0.410029383 0.056697914 0.052304224 0.980000274
## [10795] 0.949233067 0.961526059 0.249073322 0.217323251 0.234612950 0.626033045
## [10801] 0.749907399 0.764361812 0.609940906 0.705071874 0.740977077 0.924846292
## [10807] 0.817693384 0.972651912 0.226861823 0.167834679 0.244145476 0.862905316
## [10813] 0.852893509 0.792961063 0.746811871 0.770880677 0.840857763 0.760629285
## [10819] 0.760104114 0.740991197 0.762517738 0.795482421 0.823575855 0.855090752
## [10825] 0.822591751 0.837543325 0.704905566 0.725248337 0.717362535 1.043703241
## [10831] 1.052850745 0.882245273 0.706195004 0.694804262 0.701290145 0.719681809
## [10837] 0.768371997 0.743042890 0.891543474 0.990466581 1.024447184 0.460844866
## [10843] 0.527017024 0.524882736 1.039900226 1.110414166 1.072971547 0.416878168
## [10849] 0.346336205 0.389258565 0.055487209 0.993858250 0.962910760 0.974946982
## [10855] 0.206009543 0.176308926 0.194840297 0.668629248 0.789781154 0.806044632
## [10861] 0.661420275 0.755809805 0.789337966 0.936230042 0.826235865 0.983085764
## [10867] 0.172937382 0.112202523 0.187764810 0.853867105 0.843553630 0.777084872
## [10873] 0.752546720 0.773475819 0.849218824 0.811064467 0.811711637 0.790566248
## [10879] 0.799819614 0.834175171 0.860034389 0.857151164 0.823964959 0.840274737
## [10885] 0.745780076 0.771424986 0.758857019 1.038818838 1.048268158 0.864274008
## [10891] 0.671076611 0.667072597 0.671539268 0.749869098 0.801102410 0.773516182
## [10897] 0.903953684 1.001251838 1.036221206 0.449909551 0.524756549 0.519810547
## [10903] 1.031188369 1.105289346 1.064266291 0.431346672 0.363402183 0.402267958
## [10909] 0.941466597 0.910569359 0.922698379 0.202836560 0.170323627 0.186627663
## [10915] 0.615452311 0.735540935 0.752394678 0.614980683 0.708318801 0.739506105
## [10921] 0.884705296 0.775798163 0.931947605 0.193757147 0.141733114 0.218999420
## [10927] 0.813298038 0.803190850 0.741633340 0.703313941 0.725803511 0.798871007
## [10933] 0.763165393 0.765191133 0.741815478 0.744949979 0.779598040 0.804995206
## [10939] 0.809808172 0.776967584 0.792573484 0.691881686 0.720025027 0.705168155
## [10945] 0.995567953 1.004831004 0.830583802 0.654955015 0.642549053 0.649174833
## [10951] 0.694383429 0.745671922 0.718029133 0.852034593 0.949982777 0.984587255
## [10957] 0.410378721 0.479539870 0.476325887 0.990459728 1.062211749 1.023543160
## [10963] 0.378310212 0.309487438 0.349648241 0.031033485 0.020247510 0.909462437
## [10969] 0.907214900 0.895222415 0.583737519 0.507876903 0.541544596 0.767868024
## [10975] 0.753705767 0.692856644 0.070870624 0.186169770 0.061411689 0.993943046
## [10981] 1.004243660 1.039344321 0.393639407 0.399534671 0.503943955 0.268333854
## [10987] 0.277290601 0.168238690 0.752984831 0.789552872 0.725265825 0.458589395
## [10993] 0.479285010 0.433091588 0.233349576 0.258720551 0.233494198 0.534550006
## [10999] 0.639378502 0.543575850 0.340553277 0.338361792 0.533789618 0.786965023
## [11005] 0.679485741 0.707563438 0.367128765 0.380609957 0.358519585 0.092576790
## [11011] 0.055763376 0.057732877 0.607477114 0.505250105 0.523436947 0.405785194
## [11017] 0.371411046 0.417206306 0.563370288 0.633688652 0.591819482 0.012970491
## [11023] 0.878678408 0.876307428 0.864366245 0.562128650 0.491276024 0.525896413
## [11029] 0.746597012 0.735497226 0.676160991 0.046729032 0.157183593 0.060668427
## [11035] 0.963072562 0.973234023 1.008491013 0.376185830 0.381446711 0.483004074
## [11041] 0.239033366 0.250315382 0.140440587 0.736720928 0.773016207 0.708442898
## [11047] 0.442184430 0.465033306 0.420311673 0.212238483 0.235360480 0.210430327
## [11053] 0.515907962 0.622145076 0.525620478 0.338566395 0.337355629 0.517122418
## [11059] 0.762789082 0.655224283 0.683469503 0.345498665 0.363121834 0.338361316
## [11065] 0.062108948 0.064677090 0.081783509 0.577263386 0.474859784 0.493305804
## [11071] 0.401270571 0.374464951 0.414995587 0.532534002 0.602948682 0.560921477
## [11077] 0.889491683 0.887379252 0.875321891 0.574285155 0.502225382 0.536596744
## [11083] 0.758701394 0.746901325 0.687171589 0.051419340 0.165946127 0.053315007
## [11089] 0.974057558 0.984637266 1.019438538 0.377746901 0.383337984 0.486464483
## [11095] 0.248094793 0.257479813 0.148183610 0.747625124 0.783996985 0.719491239
## [11101] 0.453066444 0.475322571 0.430150256 0.215637349 0.240114980 0.214980620
## [11107] 0.527386254 0.633287816 0.536929906 0.333228881 0.331641425 0.518343777
## [11113] 0.768174359 0.660652934 0.688797839 0.357616265 0.374260461 0.350149940
## [11119] 0.072555051 0.054283808 0.068880078 0.587272397 0.485089397 0.503219968
## [11125] 0.396983083 0.367298155 0.409806255 0.544762173 0.615278685 0.573060747
## [11131] 0.032872308 0.022718281 0.716143103 0.818648386 0.843152747 0.759420258
## [11137] 0.845622681 0.863157815 0.844702866 0.728394397 0.887072883 0.087451973
## [11143] 0.125502287 0.131122624 0.701015615 0.690106204 0.608089721 0.648046709
## [11149] 0.657800162 0.749976880 0.897255611 0.905912206 0.871798459 0.816191411
## [11155] 0.855762233 0.870319801 0.737007407 0.702651094 0.722772147 0.781271802
## [11161] 0.833299751 0.796841493 0.894021888 0.904169059 0.688830640 0.468049642
## [11167] 0.474433937 0.475441910 0.737178074 0.797002942 0.760946352 0.816936733
## [11173] 0.905999616 0.943555798 0.310946574 0.407222757 0.393386224 0.876114554
## [11179] 0.958858557 0.908762489 0.384435080 0.338347148 0.354741397 0.019095027
## [11185] 0.693347391 0.798545635 0.822095646 0.731489457 0.818690361 0.837911808
## [11191] 0.843580006 0.728042283 0.886932839 0.087515307 0.108127975 0.133229713
## [11197] 0.712494873 0.701699281 0.623481799 0.648630641 0.660724221 0.749987160
## [11203] 0.870802910 0.878682934 0.845794547 0.797713122 0.836732994 0.852856582
## [11209] 0.741201178 0.706960012 0.726357829 0.760195019 0.809280193 0.775514857
## [11215] 0.904067117 0.914075049 0.706231653 0.495321139 0.496976129 0.499356810
## [11221] 0.722437185 0.781281467 0.746298438 0.814873507 0.905769466 0.942939584
## [11227] 0.316226232 0.408680349 0.396713661 0.888547196 0.969402203 0.921358083
## [11233] 0.371819643 0.321318646 0.341678574 0.693834123 0.796946004 0.821217203
## [11239] 0.736739807 0.822904422 0.840518006 0.831070613 0.715170341 0.874001922
## [11245] 0.098798417 0.125929988 0.144125872 0.695391065 0.684561994 0.605401114
## [11251] 0.635336549 0.646482175 0.736964392 0.874543985 0.883197031 0.849104728
## [11257] 0.794939805 0.834355141 0.849385986 0.726492296 0.692199710 0.711876583
## [11263] 0.759326159 0.810800724 0.774839882 0.887406298 0.897457295 0.687773330
## [11269] 0.476492629 0.477909193 0.480261973 0.717158049 0.776641443 0.740964870
## [11275] 0.802780420 0.892880513 0.930224031 0.300893721 0.394904483 0.382185967
## [11281] 0.871211742 0.952601582 0.903983452 0.365091474 0.317392116 0.335197686
## [11287] 0.132140882 0.138984430 0.184592772 0.195480789 0.168607003 0.569467909
## [11293] 0.528998303 0.615603671 0.768966661 0.741151228 0.809249627 0.751561472
## [11299] 0.748009133 0.777895910 0.519561484 0.567227385 0.545637562 0.223329316
## [11305] 0.250528522 0.191457967 0.163443618 0.182286789 0.224347382 0.625011115
## [11311] 0.611656799 0.606189746 0.083876604 0.123345426 0.092992332 0.839132949
## [11317] 0.842984616 0.862055754 0.919878224 0.836149678 0.860947003 0.216685616
## [11323] 0.216125631 0.226335055 0.534186824 0.625424978 0.641380647 0.574476773
## [11329] 0.516653767 0.541053422 0.878562368 0.895046134 0.904634399 0.378513969
## [11335] 0.389921215 0.397808485 0.038868370 0.283076808 0.248033462 0.184990850
## [11341] 0.508320083 0.494643889 0.549459990 0.878141747 0.855364507 0.920148627
## [11347] 0.741633812 0.740001266 0.788655397 0.506076295 0.553387831 0.506841046
## [11353] 0.245457750 0.281774377 0.217389175 0.049335281 0.050479504 0.097391128
## [11359] 0.596120633 0.589823805 0.579135084 0.048316803 0.131928290 0.044324159
## [11365] 0.799043430 0.801300682 0.865062939 0.967966856 0.875695957 0.902340191
## [11371] 0.167690429 0.128616276 0.162460910 0.476386395 0.555952133 0.565098128
## [11377] 0.637284043 0.562811358 0.588774959 0.846901161 0.848964053 0.869724401
## [11383] 0.454561453 0.482495226 0.479077004 0.265802579 0.219872369 0.152706860
## [11389] 0.544295589 0.532996056 0.584599461 0.900289915 0.875337271 0.941632881
## [11395] 0.780494716 0.778869136 0.827202264 0.544943921 0.592248781 0.544923720
## [11401] 0.211682431 0.248558443 0.185224685 0.084525100 0.066761165 0.118007240
## [11407] 0.634595855 0.628545033 0.617700042 0.061901619 0.103165956 0.047255138
## [11413] 0.836627578 0.838753049 0.903851070 1.003832162 0.912390678 0.938876194
## [11419] 0.206493148 0.164910728 0.200664159 0.512883874 0.590549449 0.598456114
## [11425] 0.670621948 0.598270855 0.624113889 0.885025458 0.885969955 0.907626738
## [11431] 0.484835203 0.509103596 0.508384219 0.096983807 0.152923457 0.753953185
## [11437] 0.709645180 0.800193537 0.794203932 0.753678697 0.828511176 0.920414606
## [11443] 0.915913458 0.934004650 0.693510734 0.740490409 0.727188515 0.153097002
## [11449] 0.150297155 0.140035693 0.327942610 0.329786951 0.379896061 0.803156011
## [11455] 0.787475353 0.783919987 0.242323681 0.170873716 0.239375267 1.019304191
## [11461] 1.023581142 1.022121130 1.040450424 0.967281261 0.989728943 0.401098497
## [11467] 0.394293611 0.409642918 0.718541252 0.809989538 0.825560159 0.688888189
## [11473] 0.651639338 0.673383143 1.055829080 1.076585186 1.082903886 0.490271952
## [11479] 0.475716281 0.500494916 0.073377934 0.748755813 0.719191659 0.792235413
## [11485] 0.884300743 0.845770266 0.919792976 0.946849496 0.943390928 0.972424016
## [11491] 0.714078830 0.761855426 0.734543963 0.056132626 0.061692153 0.048290672
## [11497] 0.297068210 0.286607557 0.337800936 0.817164942 0.805236491 0.798692038
## [11503] 0.219684613 0.116841871 0.210140737 1.028817635 1.032138094 1.057254124
## [11509] 1.101271942 1.022372998 1.046168966 0.395410875 0.373142936 0.398361395
## [11515] 0.715024963 0.799993812 0.811234665 0.751167423 0.703349383 0.726687549
## [11521] 1.070777577 1.082705575 1.096050842 0.551770283 0.546965716 0.565877973
## [11527] 0.692221315 0.670955805 0.734084444 0.908017549 0.873515738 0.945584086
## [11533] 0.907649578 0.904912215 0.941547491 0.672724616 0.720584949 0.684903280
## [11539] 0.061482273 0.096892851 0.032530721 0.234268040 0.218601291 0.269293400
## [11545] 0.770848759 0.761319308 0.752970186 0.165756170 0.055450520 0.152837931
## [11551] 0.978762167 0.981529303 1.023531772 1.088362891 1.004667778 1.029530116
## [11557] 0.343224842 0.313126586 0.342945899 0.659577776 0.740829833 0.750037743
## [11563] 0.741954859 0.685219011 0.709657150 1.023723136 1.030564047 1.047836572
## [11569] 0.544511461 0.549318137 0.562036038 0.117397524 0.050073121 0.929866931
## [11575] 0.942242574 0.975083393 0.329977110 0.335062183 0.436279948 0.199582488
## [11581] 0.206489150 0.098093132 0.753317730 0.789064023 0.724187685 0.459880550
## [11587] 0.485951475 0.443686617 0.165511185 0.188961055 0.163925011 0.529269431
## [11593] 0.637487035 0.540153958 0.303820839 0.303685932 0.471061784 0.716837896
## [11599] 0.609303088 0.637474412 0.354503018 0.379721226 0.350416666 0.036912733
## [11605] 0.066164617 0.100073255 0.540235954 0.438785679 0.456031465 0.363533062
## [11611] 0.345158713 0.379458944 0.508129005 0.579387705 0.535628823 0.158902352
## [11617] 0.813955697 0.827928993 0.859025767 0.262997020 0.264667758 0.348682663
## [11623] 0.082263241 0.097639963 0.023243716 0.732360003 0.766091593 0.701489720
## [11629] 0.449924662 0.483580318 0.449916991 0.102210688 0.104427281 0.087197054
## [11635] 0.505208180 0.615512325 0.518765026 0.310136686 0.314062716 0.400942920
## [11641] 0.613889274 0.506536171 0.535150080 0.328345281 0.371276994 0.332345980
## [11647] 0.096460010 0.177728139 0.215174711 0.422920132 0.321814726 0.338698801
## [11653] 0.352827522 0.367103221 0.377063831 0.403246819 0.475072952 0.429156597
## [11659] 0.972776151 0.986725302 1.017796816 0.336613867 0.343103636 0.450476405
## [11665] 0.239303814 0.238704003 0.137099416 0.794881927 0.830976542 0.766254480
## [11671] 0.500563745 0.524476982 0.480325491 0.182541789 0.211441992 0.186214354
## [11677] 0.572552627 0.679745473 0.582804977 0.280225881 0.278468630 0.475707083
## [11683] 0.738054878 0.630970647 0.658654022 0.399656022 0.420976637 0.394124690
## [11689] 0.086813982 0.019044036 0.057793437 0.580284139 0.480121378 0.496096355
## [11695] 0.344707794 0.314115243 0.356851553 0.556254133 0.627709227 0.583400361
## [11701] 0.063110898 0.045715425 0.787620175 0.776673087 0.692632536 0.734041388
## [11707] 0.744669686 0.835727485 0.937662405 0.943204955 0.913952935 0.879313253
## [11713] 0.917641252 0.935466981 0.824201310 0.789861663 0.809831246 0.838475157
## [11719] 0.882221359 0.853384732 0.981026763 0.991208840 0.771547238 0.534205727
## [11725] 0.551139066 0.549663261 0.807446427 0.865518001 0.831349153 0.901522071
## [11731] 0.991660220 1.029019221 0.398192168 0.493470524 0.480259807 0.962231380
## [11737] 1.045702742 0.994785854 0.458400797 0.405532815 0.428140260 0.077455643
## [11743] 0.820486452 0.809710601 0.731326689 0.749794334 0.764165628 0.850242528
## [11749] 0.900029951 0.903567458 0.877571743 0.859910573 0.896874477 0.917811327
## [11755] 0.845583496 0.811484566 0.830256990 0.813886594 0.850773047 0.828152893
## [11761] 1.011668826 1.021628607 0.813370023 0.589500543 0.599767914 0.600244077
## [11767] 0.795925482 0.851726576 0.819852765 0.912370858 1.005419518 1.042049517
## [11773] 0.422416645 0.511664265 0.501290238 0.996639270 1.077138846 1.029461385
## [11779] 0.454730737 0.395315394 0.424335626 0.828005268 0.817003947 0.730529208
## [11785] 0.778914547 0.788922141 0.880720946 0.973664110 0.978093455 0.950598369
## [11791] 0.922245169 0.960233872 0.978844419 0.868017012 0.833648917 0.853857416
## [11797] 0.879904437 0.921141462 0.894613303 1.022067802 1.032322613 0.807566672
## [11803] 0.559216906 0.582929821 0.579748386 0.851972928 0.909673145 0.875889009
## [11809] 0.946894514 1.036699642 1.074137783 0.441960457 0.538185886 0.524508811
## [11815] 1.001793514 1.086402169 1.034202926 0.503710271 0.449941503 0.473410835
## [11821] 0.011160545 0.125252443 0.235706787 0.188245994 0.261708407 0.967986790
## [11827] 0.999190130 0.936213602 0.700429991 0.737208443 0.707766860 0.168143961
## [11833] 0.158662052 0.177503495 0.744347250 0.852974882 0.759551221 0.195815247
## [11839] 0.206430786 0.141261929 0.421943328 0.320595909 0.345130885 0.574156937
## [11845] 0.624978291 0.582751152 0.334561448 0.351339006 0.385788869 0.403970383
## [11851] 0.342441152 0.339632704 0.177321411 0.258625274 0.210399682 0.501715976
## [11857] 0.564867074 0.515696528 0.115369012 0.233926149 0.186860438 0.264344782
## [11863] 0.965109104 0.996087140 0.933291680 0.699219445 0.736331185 0.707540873
## [11869] 0.171884179 0.160247734 0.180147245 0.742000463 0.850355664 0.757322247
## [11875] 0.206973861 0.217590997 0.137320061 0.412154174 0.310330846 0.335074918
## [11881] 0.572691935 0.624244871 0.581713295 0.338527847 0.358135744 0.392999236
## [11887] 0.393644093 0.333337650 0.330055814 0.187699075 0.269709078 0.220754689
## [11893] 0.493784813 0.556437585 0.507354910 0.295748872 0.255775494 0.354105494
## [11899] 0.999906563 1.028401764 0.967872384 0.752123064 0.791789144 0.768861890
## [11905] 0.270852089 0.249604937 0.273554016 0.783941592 0.888601641 0.800224084
## [11911] 0.312276528 0.323123294 0.093923085 0.296785600 0.195784113 0.219919188
## [11917] 0.625043723 0.682213045 0.637664395 0.433943536 0.466617518 0.502857209
## [11923] 0.334323905 0.302850718 0.290771407 0.276481895 0.369733979 0.307543284
## [11929] 0.475322101 0.528749141 0.482270250 0.047871555 0.102397274 0.733344477
## [11935] 0.765131161 0.701697293 0.465520698 0.503141784 0.476305921 0.118542665
## [11941] 0.095345354 0.098725613 0.508858253 0.617846321 0.523948042 0.335397980
## [11947] 0.341618438 0.362142113 0.542630260 0.436183099 0.464948296 0.338808702
## [11953] 0.391509878 0.348339121 0.177552639 0.258303327 0.296352660 0.341157246
## [11959] 0.240898302 0.256929853 0.363647279 0.398598014 0.392203282 0.337705067
## [11965] 0.409145708 0.361396814 0.110122987 0.781214665 0.812995245 0.749568831
## [11971] 0.512363390 0.549541392 0.521543802 0.084343590 0.053945877 0.066800201
## [11977] 0.556637196 0.665691076 0.571674441 0.294067698 0.300961233 0.317288727
## [11983] 0.516279292 0.408902555 0.437511338 0.385933366 0.437577339 0.394870452
## [11989] 0.192178778 0.257600188 0.296486554 0.347453407 0.252503185 0.264422992
## [11995] 0.318316894 0.358677792 0.347615888 0.368965348 0.439370491 0.390592155
## [12001] 0.746367599 0.780475737 0.715725603 0.461287245 0.493759358 0.458383857
## [12007] 0.095568082 0.105452839 0.084227680 0.519185014 0.629457226 0.532346601
## [12013] 0.294287900 0.297651235 0.401478700 0.625207668 0.517673184 0.546149781
## [12019] 0.341749839 0.381913200 0.344381075 0.082370024 0.156050022 0.193966129
## [12025] 0.443553977 0.343047405 0.359327112 0.340106115 0.349481531 0.363111272
## [12031] 0.426490203 0.498316592 0.452379155 0.037283126 0.032034278 0.294558680
## [12037] 0.276316580 0.326210986 0.832136145 0.822351132 0.814199740 0.227195332
## [12043] 0.116912408 0.214302704 1.040243458 1.043010888 1.082695748 1.140103778
## [12049] 1.058433209 1.082866219 0.404704062 0.373920398 0.404337599 0.720824990
## [12055] 0.801397934 0.810017344 0.791686865 0.738880831 0.762890955 1.085099212
## [12061] 1.092008469 1.109275478 0.592959740 0.592617267 0.608767066 0.064957864
## [12067] 0.330992318 0.313463049 0.363448731 0.865391401 0.854924266 0.847282334
## [12073] 0.261485695 0.151716023 0.249281995 1.074568251 1.077477980 1.112156529
## [12079] 1.161935654 1.082155439 1.106173755 0.439125656 0.410013668 0.439516661
## [12085] 0.756319328 0.837688268 0.846662448 0.812196480 0.762849947 0.786440002
## [12091] 1.118635740 1.126869873 1.143132995 0.612890632 0.608653121 0.627317048
## [12097] 0.266692291 0.251018121 0.301611591 0.801025531 0.790956207 0.783009419
## [12103] 0.196615708 0.086763306 0.184324477 1.009755884 1.012625303 1.050695009
## [12109] 1.109038747 1.026929031 1.051448459 0.374256946 0.345352111 0.374560220
## [12115] 0.691385376 0.773104960 0.782475047 0.761070289 0.707366338 0.731462649
## [12121] 1.054137121 1.061937447 1.078490987 0.562619637 0.563787209 0.578910053
## [12127] 0.042765663 0.062701325 0.551816455 0.546888166 0.535252345 0.086086461
## [12133] 0.181221401 0.089235941 0.752372476 0.754415031 0.826314466 0.941683359
## [12139] 0.847008721 0.874124540 0.127239530 0.080389216 0.118015230 0.428364053
## [12145] 0.506860911 0.515783291 0.618279508 0.538623135 0.564824342 0.801361937
## [12151] 0.801470769 0.823654292 0.443342887 0.478055899 0.469604649 0.051259905
## [12157] 0.585750601 0.582328968 0.569711971 0.098677665 0.169926509 0.093962222
## [12163] 0.782421258 0.784037228 0.864722017 0.984148028 0.889126707 0.916320006
## [12169] 0.166938324 0.112504024 0.154832401 0.455918208 0.529508298 0.535718387
## [12175] 0.660974220 0.581330039 0.607539031 0.833280303 0.829691166 0.854704713
## [12181] 0.484961980 0.518018933 0.510878533 0.552015296 0.550988857 0.536837356
## [12187] 0.143214744 0.221171470 0.141702905 0.743218002 0.744372221 0.838421080
## [12193] 0.973431787 0.875843416 0.903514334 0.151819401 0.088385114 0.133862265
## [12199] 0.415154536 0.484431715 0.488924543 0.659665767 0.574856387 0.601141160
## [12205] 0.796168997 0.788539527 0.816511562 0.492810434 0.532003080 0.520197079
## [12211] 0.034402094 0.019933714 0.605252367 0.715459689 0.619183128 0.218381778
## [12217] 0.224037510 0.309111575 0.555527957 0.448430935 0.476120559 0.429220974
## [12223] 0.473399918 0.434051203 0.166650570 0.199994097 0.238037014 0.426064122
## [12229] 0.334461015 0.344509886 0.253644411 0.280473353 0.279809511 0.452551268
## [12235] 0.523261033 0.474640488 0.025326905 0.596275721 0.706102868 0.610745053
## [12241] 0.240858957 0.247499180 0.296778863 0.528276710 0.420842601 0.448864156
## [12247] 0.422208630 0.469834460 0.428874302 0.184343633 0.229500458 0.268045760
## [12253] 0.391704818 0.300640050 0.310309613 0.268675759 0.305034920 0.296921824
## [12259] 0.422717581 0.492934220 0.444025877 0.587484674 0.697616633 0.601569438
## [12265] 0.238222951 0.243939561 0.317354288 0.553551943 0.446135218 0.474134718
## [12271] 0.411937231 0.457256967 0.417342518 0.160666987 0.204347271 0.242962450
## [12277] 0.411965108 0.318718189 0.329696034 0.272374513 0.300407048 0.298984019
## [12283] 0.433637824 0.504514645 0.456034490 0.110307384 0.017278079 0.813150200
## [12289] 0.816009797 0.863411587 0.950205069 0.860804098 0.886847770 0.177643410
## [12295] 0.154750743 0.178875366 0.495840862 0.580360352 0.592178709 0.613333242
## [12301] 0.544340197 0.569900651 0.857994459 0.865438940 0.882083065 0.425015870
## [12307] 0.447604468 0.447946921 0.097574702 0.923340934 0.926131285 0.969846699
## [12313] 1.041442503 0.955925667 0.981169545 0.287797672 0.259031644 0.287801985
## [12319] 0.604628900 0.686784122 0.696717842 0.697402542 0.636940068 0.661754732
## [12325] 0.968288292 0.975271820 0.992386098 0.501853845 0.511850454 0.521037671
## [12331] 0.826029417 0.828740837 0.879313912 0.967453642 0.877949684 0.904021229
## [12337] 0.190597131 0.163003922 0.190237807 0.507136830 0.590190424 0.601094757
## [12343] 0.630566715 0.561587855 0.587158378 0.871592444 0.877731669 0.895398863
## [12349] 0.441956779 0.463824611 0.464717161 0.010850751 0.280663014 0.600248021
## [12355] 0.505958990 0.527758665 0.635543916 0.672210759 0.636922575 0.328608051
## [12361] 0.285456046 0.305094888 0.591047913 0.516891467 0.519301096 0.070839044
## [12367] 0.066770466 0.076654292 0.658311438 0.726749067 0.677288466 0.291128603
## [12373] 0.610996788 0.516799261 0.538574768 0.638369487 0.674171803 0.639353406
## [12379] 0.329396833 0.283003439 0.301438857 0.600787628 0.525938179 0.528636270
## [12385] 0.077951480 0.058239966 0.079653551 0.666198185 0.734862096 0.685432894
## [12391] 0.324266109 0.241040018 0.257825895 0.699131097 0.753489576 0.709908806
## [12397] 0.475697128 0.489606397 0.522619243 0.426034496 0.396624732 0.384687336
## [12403] 0.227814685 0.326987124 0.254145624 0.568771886 0.622664333 0.576102672
## [12409] 0.107578509 0.079427546 0.821783677 0.885235377 0.839921965 0.707565411
## [12415] 0.755302842 0.792857824 0.351568245 0.405865957 0.380371495 0.551816979
## [12421] 0.650583354 0.578381823 0.550581728 0.570623372 0.540342813 0.028768618
## [12427] 0.724811836 0.787466978 0.742007826 0.600023116 0.648343983 0.686067542
## [12433] 0.286144603 0.319563065 0.295716482 0.463338213 0.560253734 0.492086981
## [12439] 0.478207506 0.508984028 0.472678207 0.752335558 0.815153216 0.769710294
## [12445] 0.628484366 0.675930603 0.713533977 0.305257604 0.344326940 0.319986055
## [12451] 0.482887466 0.580618173 0.510887376 0.499915842 0.528057179 0.493188573
## [12457] 0.064609985 0.023934581 0.320070456 0.409006926 0.424736203 0.510192535
## [12463] 0.423393047 0.449667274 0.681135594 0.687905907 0.704809300 0.353800012
## [12469] 0.402042855 0.382818927 0.045480522 0.348006821 0.427771429 0.438100689
## [12475] 0.574715110 0.487883309 0.514149868 0.721809829 0.721088919 0.743773761
## [12481] 0.415127418 0.460083663 0.443621236 0.317008958 0.402502697 0.416250285
## [12487] 0.531661661 0.443497442 0.469737595 0.684443555 0.687752054 0.707312620
## [12493] 0.377389542 0.425964080 0.406497647 0.101982272 0.133099734 0.515154642
## [12499] 0.412770615 0.431205026 0.384924948 0.373779691 0.403021858 0.474668967
## [12505] 0.545633334 0.502567218 0.038914305 0.599312237 0.499092159 0.515120409
## [12511] 0.351519072 0.315668393 0.362075583 0.573900279 0.645260319 0.601209581
## [12517] 0.637491018 0.536912269 0.553272010 0.373393619 0.328285040 0.381080522
## [12523] 0.607608608 0.678672800 0.635327501 0.103301340 0.084232326 0.581290617
## [12529] 0.657110361 0.614365403 0.199481035 0.222904907 0.189006948 0.026285964
## [12535] 0.516959708 0.583645551 0.549822189 0.173329347 0.226797665 0.179529829
## [12541] 0.515771303 0.585909330 0.548783346 0.190222540 0.238235696 0.192911027
## [12547] 0.099464833 0.033086587 0.669411490 0.735305690 0.685808898 0.079577907
## [12553] 0.724414639 0.793102053 0.743672121 0.701434154 0.767631230 0.718116228
## [12559] 0.071837220 0.030420039 0.049541533
## 
## $yf
##     [1] 0.20039898 0.10914490 0.54648707 0.53448980 0.56849568 0.51150744
##     [7] 0.53448980 0.48064802 0.23568040 0.25561237 0.27996178 0.45100329
##    [13] 0.49856220 0.47194655 0.81277943 0.83903629 0.82870071 0.87786558
##    [19] 0.90988478 0.83903629 0.99479824 1.04658869 1.04658869 0.77120819
##    [25] 0.77663565 0.65091609 0.51150744 0.45544816 0.50861285 0.56849568
##    [31] 0.56849568 0.65901108 0.83903629 0.70136706 0.83903629 0.84862239
##    [37] 0.66939637 0.82770131 0.64445247 0.64445247 0.66939637 0.48151649
##    [43] 0.47194655 0.51150744 0.53448980 0.53448980 0.56833857 0.33019072
##    [49] 0.29806229 0.35799381 0.77928136 0.82870071 0.86424475 0.23970998
##    [55] 0.22093047 0.29233985 0.72401046 0.68244055 0.77928136 1.01418144
##    [61] 0.99479824 1.01418144 1.18505244 1.20104053 0.96387822 0.59116070
##    [67] 0.53448980 0.53448980 0.15867050 0.17085241 0.15671571 0.47194655
##    [73] 0.48151649 0.59934455 0.77928136 0.74118016 0.79654622 0.64445247
##    [79] 0.75084318 0.74118016 0.17085241 0.20964884 0.20964884 0.23970998
##    [85] 0.20964884 0.17046477 0.96076556 0.90988478 0.88457275 0.77209098
##    [91] 0.70136706 0.87479179 0.90947248 0.82770131 0.87551802 0.20039898
##    [97] 0.18449090 0.12696077 0.70136706 0.75084318 0.69865825 0.53448980
##   [103] 0.53448980 0.59934455 0.70136706 0.72401046 0.66939637 0.19969759
##   [109] 0.13501667 0.18449090 0.20964884 0.20039898 0.19969759 0.59934455
##   [115] 0.54648707 0.56849568 0.82870071 0.81567232 0.82870071 0.77928136
##   [121] 0.68244055 0.75805531 0.56849568 0.59486490 0.66939637 0.19969759
##   [127] 0.20964884 0.18950644 0.12584049 0.13501667 0.13501667 0.57988292
##   [133] 0.56849568 0.56833857 0.10914490 0.12950516 0.12696077 0.83903629
##   [139] 0.92134590 0.87479179 0.76510283 0.77209098 0.77928136 0.23970998
##   [145] 0.30418508 0.27996178 0.56849568 0.59934455 0.64445247 0.66939637
##   [151] 0.56849568 0.54648707 0.87479179 0.90947248 0.87479179 0.48151649
##   [157] 0.53448980 0.48151649 0.15671571 0.66939637 0.70136706 0.77928136
##   [163] 0.81277943 0.74118016 0.72401046 0.38220197 0.41483838 0.39365310
##   [169] 0.70136706 0.74118016 0.62496617 0.83903629 0.85788439 0.90988478
##   [175] 0.99479824 1.03291644 0.98314878 1.01418144 1.03291644 1.03291644
##   [181] 0.87479179 0.95605628 0.87479179 0.85637910 0.74118016 0.70136706
##   [187] 0.75084318 0.77928136 0.82870071 0.82870071 0.62496617 0.82770131
##   [193] 0.74118016 0.68244055 0.77209098 0.70136706 0.77663565 0.72401046
##   [199] 0.68244055 0.66939637 0.62301482 0.64445247 0.59934455 0.77120819
##   [205] 0.38220197 0.33019072 0.33019072 0.92306698 0.90213497 0.92134590
##   [211] 0.35799381 0.36120259 0.31218658 0.77928136 0.62301482 0.77663565
##   [217] 1.04515836 1.06210023 1.09300530 1.06210023 1.03718310 1.03291644
##   [223] 0.64445247 0.59934455 0.54648707 0.33019072 0.25561237 0.38220197
##   [229] 0.75084318 0.70136706 0.81277943 0.87479179 0.96387822 0.93099763
##   [235] 0.83903629 0.87479179 0.92134590 0.39365310 0.43145383 0.36120259
##   [241] 0.45544816 0.38220197 0.38220197 1.01418144 0.96387822 0.92306698
##   [247] 0.83903629 0.81277943 0.90988478 0.99479824 1.01418144 1.01418144
##   [253] 0.27119499 0.20964884 0.27996178 0.66939637 0.75084318 0.70136706
##   [259] 0.75084318 0.72401046 0.77120819 0.66939637 0.64445247 0.65901108
##   [265] 0.23568040 0.33019072 0.24890245 0.29700507 0.29806229 0.29806229
##   [271] 0.82870071 0.77928136 0.90988478 0.74118016 0.75084318 0.66939637
##   [277] 0.85637910 0.82870071 0.77663565 0.74118016 0.82870071 0.92134590
##   [283] 0.33019072 0.38220197 0.36120259 0.22680499 0.29700507 0.33019072
##   [289] 0.77928136 0.70136706 0.77928136 0.26169523 0.23970998 0.23568040
##   [295] 0.95235886 0.99479824 0.85637910 0.87479179 0.83903629 0.81277943
##   [301] 0.38220197 0.30418508 0.33019072 0.82770131 0.92134590 0.86127969
##   [307] 0.66939637 0.53448980 0.62496617 0.95605628 0.98314878 0.95605628
##   [313] 0.77928136 0.79654622 0.77928136 0.59116070 0.64445247 0.70136706
##   [319] 0.70136706 0.56849568 0.66939637 0.29806229 0.31218658 0.34203675
##   [325] 0.62496617 0.68244055 0.54648707 0.84862239 0.90988478 0.88759504
##   [331] 0.88457275 0.98314878 0.95605628 1.04658869 1.03718310 1.01418144
##   [337] 0.88457275 0.90988478 0.83903629 0.75084318 0.74118016 0.57988292
##   [343] 0.68244055 0.77120819 0.77663565 0.82770131 0.70136706 0.77663565
##   [349] 0.77928136 0.70136706 0.76510283 0.70136706 0.75084318 0.59116070
##   [355] 0.64445247 0.62301482 0.62496617 0.62496617 0.65901108 0.68244055
##   [361] 0.35799381 0.33019072 0.34658804 0.84862239 0.88457275 0.96387822
##   [367] 0.27996178 0.30418508 0.29700507 0.77928136 0.64445247 0.85637910
##   [373] 1.04658869 1.04515836 1.08550074 1.08550074 1.09980348 1.01418144
##   [379] 0.66939637 0.62301482 0.56849568 0.25561237 0.20964884 0.29233985
##   [385] 0.68244055 0.59934455 0.70136706 0.87479179 0.86127969 0.85788439
##   [391] 0.83903629 0.87479179 0.82770131 0.31218658 0.29806229 0.31218658
##   [397] 0.31318128 0.30418508 0.27119499 0.96387822 0.92306698 0.90947248
##   [403] 0.82770131 0.83810116 0.85637910 0.96076556 0.98314878 1.01418144
##   [409] 0.23970998 0.23568040 0.23970998 0.74118016 0.75084318 0.59934455
##   [415] 0.68244055 0.62496617 0.72401046 0.75084318 0.62496617 0.74118016
##   [421] 0.20039898 0.20964884 0.23970998 0.25561237 0.26169523 0.29700507
##   [427] 0.75084318 0.64445247 0.76510283 0.82870071 0.74118016 0.77209098
##   [433] 0.77209098 0.84862239 0.77928136 0.74118016 0.79041092 0.83903629
##   [439] 0.29700507 0.29806229 0.30418508 0.19969759 0.23568040 0.23970998
##   [445] 0.74118016 0.64445247 0.75084318 0.17046477 0.17085241 0.20039898
##   [451] 0.98314878 0.92306698 0.90988478 0.81277943 0.74118016 0.74118016
##   [457] 0.29700507 0.27996178 0.29700507 0.72401046 0.84862239 0.83903629
##   [463] 0.62496617 0.56849568 0.68244055 0.88457275 0.96387822 0.96387822
##   [469] 0.72401046 0.66939637 0.70136706 0.06227361 0.10914490 0.12584049
##   [475] 0.09642682 0.09642682 0.38220197 0.43145383 0.43145383 0.23970998
##   [481] 0.23568040 0.19969759 0.62301482 0.59934455 0.68244055 0.72401046
##   [487] 0.64445247 0.75084318 0.85637910 0.85637910 0.77928136 0.68244055
##   [493] 0.57988292 0.51150744 0.22093047 0.19969759 0.13501667 0.43145383
##   [499] 0.51444410 0.53448980 0.48064802 0.36120259 0.48151649 0.45100329
##   [505] 0.31218658 0.45544816 0.49856220 0.50073934 0.53448980 0.28095527
##   [511] 0.20964884 0.20039898 0.62496617 0.57988292 0.70136706 0.43145383
##   [517] 0.45544816 0.48151649 0.59934455 0.62496617 0.64445247 0.45100329
##   [523] 0.45100329 0.35799381 0.45544816 0.53448980 0.53448980 0.85637910
##   [529] 0.75084318 0.83903629 1.05345102 1.03291644 0.84862239 0.56849568
##   [535] 0.57988292 0.62301482 0.43145383 0.39365310 0.49856220 0.13501667
##   [541] 0.09642682 0.13501667 0.68244055 0.62496617 0.72401046 0.56833857
##   [547] 0.59116070 0.59116070 0.54648707 0.59934455 0.62301482 0.56709073
##   [553] 0.51444410 0.45100329 0.67515845 0.70136706 0.65901108 0.62496617
##   [559] 0.48151649 0.62496617 0.68244055 0.71474543 0.70136706 0.38220197
##   [565] 0.33019072 0.34082063 0.33019072 0.36120259 0.33019072 0.62496617
##   [571] 0.59116070 0.57988292 0.45100329 0.48151649 0.47194655 0.40809593
##   [577] 0.43628136 0.49856220 0.40454828 0.47194655 0.43145383 0.45544816
##   [583] 0.35799381 0.49856220 0.54648707 0.47194655 0.59116070 0.56849568
##   [589] 0.53448980 0.53448980 0.31218658 0.39365310 0.36120259 0.48151649
##   [595] 0.53448980 0.48151649 0.45100329 0.45544816 0.45544816 0.48151649
##   [601] 0.45544816 0.53448980 0.47194655 0.56833857 0.51444410 0.62496617
##   [607] 0.66939637 0.70136706 0.68244055 0.66939637 0.70136706 0.51999718
##   [613] 0.57988292 0.45100329 0.45100329 0.51999718 0.54648707 0.35799381
##   [619] 0.33019072 0.31218658 0.70136706 0.74118016 0.75084318 0.19969759
##   [625] 0.18449090 0.22093047 0.08942012 0.12950516 0.10914490 0.09642682
##   [631] 0.38220197 0.38220197 0.43145383 0.22093047 0.23970998 0.18449090
##   [637] 0.66939637 0.62496617 0.70136706 0.74118016 0.72401046 0.72401046
##   [643] 0.84862239 0.88457275 0.86424475 0.68244055 0.59934455 0.59934455
##   [649] 0.20964884 0.20039898 0.12584049 0.48151649 0.48151649 0.54648707
##   [655] 0.50513952 0.45100329 0.40809593 0.56849568 0.45544816 0.48151649
##   [661] 0.45544816 0.53448980 0.51999718 0.27119499 0.20964884 0.25561237
##   [667] 0.59934455 0.62496617 0.66939637 0.50513952 0.47194655 0.45100329
##   [673] 0.66939637 0.68244055 0.75084318 0.38220197 0.50513952 0.33019072
##   [679] 0.45544816 0.59486490 0.62496617 0.84862239 0.88457275 0.86127969
##   [685] 1.05345102 1.01418144 0.89772978 0.65091609 0.62301482 0.66939637
##   [691] 0.48151649 0.53448980 0.45100329 0.10914490 0.09642682 0.12584049
##   [697] 0.65177042 0.70136706 0.72401046 0.59934455 0.62301482 0.54648707
##   [703] 0.59934455 0.65901108 0.62496617 0.62496617 0.62301482 0.54648707
##   [709] 0.72401046 0.74118016 0.75805531 0.70136706 0.53448980 0.72401046
##   [715] 0.64445247 0.74118016 0.68244055 0.43145383 0.49856220 0.33019072
##   [721] 0.31218658 0.36120259 0.34203675 0.62496617 0.66939637 0.66939637
##   [727] 0.48151649 0.53448980 0.51999718 0.51150744 0.51444410 0.56849568
##   [733] 0.45544816 0.47194655 0.53448980 0.53448980 0.43628136 0.51999718
##   [739] 0.53448980 0.56849568 0.64445247 0.59116070 0.53448980 0.54648707
##   [745] 0.35799381 0.45100329 0.38530044 0.53448980 0.51444410 0.47194655
##   [751] 0.48151649 0.53448980 0.53448980 0.51999718 0.54648707 0.49856220
##   [757] 0.51999718 0.53448980 0.53448980 0.66939637 0.64445247 0.62496617
##   [763] 0.77928136 0.64445247 0.77209098 0.56402395 0.64445247 0.53448980
##   [769] 0.45100329 0.45544816 0.54648707 0.45100329 0.40454828 0.40454828
##   [775] 0.83903629 0.84862239 0.89772978 0.15867050 0.18950644 0.20964884
##   [781] 0.15867050 0.10914490 0.12696077 0.51150744 0.48151649 0.53448980
##   [787] 0.22680499 0.29233985 0.20964884 0.68244055 0.65091609 0.71392024
##   [793] 0.77928136 0.75805531 0.74118016 0.82770131 0.87479179 0.88759504
##   [799] 0.68244055 0.66939637 0.53448980 0.29806229 0.23970998 0.17085241
##   [805] 0.53448980 0.54648707 0.53448980 0.51150744 0.45100329 0.39365310
##   [811] 0.59116070 0.45100329 0.49856220 0.47194655 0.49856220 0.47194655
##   [817] 0.29233985 0.24890245 0.33019072 0.68244055 0.66939637 0.74118016
##   [823] 0.54648707 0.49856220 0.62301482 0.72401046 0.77120819 0.74118016
##   [829] 0.45100329 0.49856220 0.38220197 0.48151649 0.62496617 0.59934455
##   [835] 0.87479179 0.84862239 0.84862239 0.99479824 1.01418144 0.87479179
##   [841] 0.70136706 0.62496617 0.74118016 0.59934455 0.59486490 0.54648707
##   [847] 0.12584049 0.10914490 0.10914490 0.75084318 0.70136706 0.68244055
##   [853] 0.64445247 0.62496617 0.66939637 0.64445247 0.65901108 0.74118016
##   [859] 0.64445247 0.63104869 0.51150744 0.72401046 0.75084318 0.66939637
##   [865] 0.61390395 0.45100329 0.68244055 0.69865825 0.74118016 0.75084318
##   [871] 0.45100329 0.47194655 0.35799381 0.35799381 0.35799381 0.35799381
##   [877] 0.70136706 0.72401046 0.68244055 0.51999718 0.54648707 0.56833857
##   [883] 0.51150744 0.53448980 0.68244055 0.45100329 0.54648707 0.62301482
##   [889] 0.64445247 0.48151649 0.59116070 0.59116070 0.48064802 0.59934455
##   [895] 0.62301482 0.51999718 0.56849568 0.39365310 0.51444410 0.45544816
##   [901] 0.55487341 0.49856220 0.54648707 0.59934455 0.61390395 0.62496617
##   [907] 0.56849568 0.56833857 0.59486490 0.48151649 0.59116070 0.56833857
##   [913] 0.66939637 0.66939637 0.64445247 0.70136706 0.64445247 0.75084318
##   [919] 0.56849568 0.72401046 0.53448980 0.45544816 0.59116070 0.56849568
##   [925] 0.39365310 0.39365310 0.39365310 0.81277943 0.84862239 0.79041092
##   [931] 0.23568040 0.20039898 0.25561237 0.09642682 0.10914490 0.53448980
##   [937] 0.59486490 0.56849568 0.20964884 0.20039898 0.20039898 0.48064802
##   [943] 0.47194655 0.48151649 0.62496617 0.59116070 0.61390395 0.68244055
##   [949] 0.72401046 0.77663565 0.54648707 0.48064802 0.39365310 0.18449090
##   [955] 0.20964884 0.20039898 0.39365310 0.34658804 0.41483838 0.72401046
##   [961] 0.59116070 0.68244055 0.72401046 0.53448980 0.68244055 0.33019072
##   [967] 0.39365310 0.45100329 0.20039898 0.20964884 0.22093047 0.40809593
##   [973] 0.41483838 0.51999718 0.39365310 0.48151649 0.38220197 0.45100329
##   [979] 0.47194655 0.51444410 0.59934455 0.59934455 0.51444410 0.33019072
##   [985] 0.51444410 0.45544816 0.74118016 0.66939637 0.69865825 1.03291644
##   [991] 0.99479824 0.75084318 0.45544816 0.54648707 0.53448980 0.45100329
##   [997] 0.45100329 0.47194655 0.10914490 0.12696077 0.20039898 0.53448980
##  [1003] 0.48151649 0.48151649 0.47194655 0.49856220 0.47194655 0.47194655
##  [1009] 0.51444410 0.53434526 0.50513952 0.43145383 0.43145383 0.56709073
##  [1015] 0.48151649 0.45544816 0.47194655 0.38530044 0.56849568 0.47194655
##  [1021] 0.49856220 0.51150744 0.45544816 0.51444410 0.48064802 0.53448980
##  [1027] 0.56849568 0.50513952 0.48151649 0.38220197 0.45544816 0.59934455
##  [1033] 0.66939637 0.66939637 0.51444410 0.47194655 0.59116070 0.50513952
##  [1039] 0.56849568 0.56849568 0.33019072 0.30418508 0.31218658 0.70136706
##  [1045] 0.72401046 0.72401046 0.45544816 0.47194655 0.48064802 0.23970998
##  [1051] 0.29806229 0.24890245 0.59934455 0.59934455 0.56849568 0.48151649
##  [1057] 0.50513952 0.45100329 0.31218658 0.35799381 0.30418508 0.45100329
##  [1063] 0.64445247 0.53434526 0.53448980 0.51444410 0.62301482 0.77928136
##  [1069] 0.62496617 0.76510283 0.41483838 0.62496617 0.47194655 0.31218658
##  [1075] 0.35799381 0.34203675 0.43628136 0.33019072 0.33019072 0.64445247
##  [1081] 0.56849568 0.66939637 0.19969759 0.20964884 0.20039898 0.08942012
##  [1087] 0.45100329 0.51444410 0.45100329 0.20964884 0.23568040 0.17085241
##  [1093] 0.56849568 0.54648707 0.62496617 0.66939637 0.66939637 0.65693943
##  [1099] 0.85637910 0.85637910 0.84862239 0.68244055 0.54648707 0.48151649
##  [1105] 0.23568040 0.17085241 0.13501667 0.45100329 0.48064802 0.50073934
##  [1111] 0.50513952 0.51444410 0.45544816 0.63104869 0.43145383 0.50073934
##  [1117] 0.45100329 0.48151649 0.51150744 0.27996178 0.19969759 0.23970998
##  [1123] 0.59934455 0.54648707 0.59116070 0.45100329 0.43145383 0.43145383
##  [1129] 0.57988292 0.57988292 0.56849568 0.43628136 0.47194655 0.38220197
##  [1135] 0.38220197 0.48151649 0.50073934 0.82770131 0.77928136 0.77928136
##  [1141] 1.04515836 1.04658869 0.79041092 0.62301482 0.56833857 0.62496617
##  [1147] 0.45100329 0.40809593 0.45100329 0.12584049 0.10914490 0.15867050
##  [1153] 0.68244055 0.72401046 0.62496617 0.59486490 0.53448980 0.57988292
##  [1159] 0.54648707 0.53448980 0.51444410 0.51444410 0.51444410 0.38220197
##  [1165] 0.68244055 0.66939637 0.62496617 0.56849568 0.41483838 0.62496617
##  [1171] 0.62301482 0.66939637 0.59934455 0.39365310 0.45100329 0.40454828
##  [1177] 0.36120259 0.45544816 0.36120259 0.57988292 0.54648707 0.56709073
##  [1183] 0.45100329 0.53448980 0.49856220 0.45100329 0.45100329 0.56833857
##  [1189] 0.39365310 0.45544816 0.45100329 0.47194655 0.38220197 0.43628136
##  [1195] 0.50513952 0.45100329 0.56849568 0.48151649 0.48151649 0.47194655
##  [1201] 0.30418508 0.39365310 0.39365310 0.56849568 0.56833857 0.50513952
##  [1207] 0.48064802 0.40454828 0.45544816 0.47194655 0.48151649 0.39365310
##  [1213] 0.41483838 0.48151649 0.45100329 0.56849568 0.53448980 0.62496617
##  [1219] 0.70136706 0.65901108 0.68244055 0.38220197 0.59934455 0.43145383
##  [1225] 0.38530044 0.43628136 0.51444410 0.38530044 0.29806229 0.27996178
##  [1231] 0.68244055 0.74118016 0.74118016 0.20039898 0.17085241 0.22680499
##  [1237] 0.49856220 0.48064802 0.49856220 0.22093047 0.22093047 0.20039898
##  [1243] 0.54648707 0.51999718 0.59934455 0.66939637 0.54648707 0.62301482
##  [1249] 0.83903629 0.77928136 0.82770131 0.56849568 0.51150744 0.45100329
##  [1255] 0.26169523 0.19969759 0.20039898 0.40454828 0.45544816 0.47194655
##  [1261] 0.54648707 0.45100329 0.51444410 0.51150744 0.38220197 0.48151649
##  [1267] 0.38530044 0.40454828 0.36120259 0.23970998 0.22093047 0.20964884
##  [1273] 0.62496617 0.54648707 0.64445247 0.38220197 0.39365310 0.39365310
##  [1279] 0.62301482 0.56849568 0.68244055 0.48151649 0.50073934 0.45100329
##  [1285] 0.38530044 0.48151649 0.56849568 0.77209098 0.77120819 0.74118016
##  [1291] 0.92306698 0.98314878 0.74118016 0.65177042 0.59486490 0.59934455
##  [1297] 0.47194655 0.48151649 0.43628136 0.11128791 0.10914490 0.12950516
##  [1303] 0.66939637 0.62496617 0.62301482 0.51150744 0.48064802 0.49856220
##  [1309] 0.62496617 0.57988292 0.59934455 0.56849568 0.53448980 0.45100329
##  [1315] 0.62496617 0.59934455 0.64445247 0.55487341 0.40454828 0.66939637
##  [1321] 0.62301482 0.70136706 0.62496617 0.39365310 0.43145383 0.33019072
##  [1327] 0.38220197 0.39365310 0.36120259 0.59116070 0.53448980 0.56849568
##  [1333] 0.39365310 0.50073934 0.40809593 0.45100329 0.43145383 0.53448980
##  [1339] 0.48151649 0.51999718 0.53448980 0.43145383 0.39365310 0.38220197
##  [1345] 0.48151649 0.50513952 0.48151649 0.53448980 0.48151649 0.47194655
##  [1351] 0.31218658 0.38220197 0.43145383 0.53448980 0.54648707 0.54648707
##  [1357] 0.48064802 0.49856220 0.51444410 0.41483838 0.36120259 0.39365310
##  [1363] 0.43145383 0.50513952 0.45100329 0.51444410 0.53448980 0.59934455
##  [1369] 0.57988292 0.48151649 0.56849568 0.40454828 0.62496617 0.38220197
##  [1375] 0.38220197 0.38220197 0.51444410 0.29806229 0.28095527 0.29233985
##  [1381] 0.77209098 0.76510283 0.75084318 0.20964884 0.22093047 0.17085241
##  [1387] 0.10914490 0.12696077 0.62301482 0.62496617 0.45100329 1.05345102
##  [1393] 1.04658869 1.11478728 1.05345102 1.09300530 1.08550074 1.16869097
##  [1399] 1.26830344 1.21151666 1.04515836 0.99479824 0.83903629 0.54648707
##  [1405] 0.45100329 0.38530044 0.86127969 0.82870071 0.88759504 0.77209098
##  [1411] 0.75084318 0.75084318 0.74118016 0.72401046 0.75084318 0.84862239
##  [1417] 0.88457275 0.90988478 0.68244055 0.54648707 0.72401046 0.90988478
##  [1423] 0.83810116 0.87479179 0.59486490 0.62301482 0.65901108 0.92134590
##  [1429] 1.03718310 0.99479824 0.17085241 0.20039898 0.19969759 0.98314878
##  [1435] 1.01418144 1.03718310 1.23909512 1.16049067 1.16869097 1.42014724
##  [1441] 1.42014724 1.16049067 0.87479179 0.83903629 0.87479179 0.28095527
##  [1447] 0.31318128 0.33019072 0.48151649 0.38220197 0.47194655 1.04968452
##  [1453] 1.03718310 1.03718310 0.95605628 0.96387822 0.95605628 0.30418508
##  [1459] 0.30418508 0.36120259 0.39365310 0.35799381 0.33019072 1.10297942
##  [1465] 1.09980348 1.10297942 1.03718310 0.88457275 1.01418144 1.01418144
##  [1471] 1.08550074 1.04658869 0.27119499 0.20039898 0.20964884 0.59934455
##  [1477] 0.66939637 0.71474543 0.84862239 0.81277943 0.82770131 0.82870071
##  [1483] 0.79654622 0.83903629 0.31218658 0.29700507 0.30418508 0.12584049
##  [1489] 0.12584049 0.15671571 0.82770131 0.77928136 0.88457275 0.88759504
##  [1495] 0.85637910 0.90988478 0.90988478 0.88457275 0.92134590 0.70136706
##  [1501] 0.88457275 0.87786558 0.11128791 0.12950516 0.12584049 0.26169523
##  [1507] 0.29806229 0.33019072 0.88457275 0.90988478 0.83903629 0.23568040
##  [1513] 0.25561237 0.23568040 0.95605628 1.03291644 0.95605628 1.08550074
##  [1519] 0.96387822 1.03718310 0.43628136 0.53448980 0.43628136 0.82770131
##  [1525] 0.84862239 0.87479179 0.81277943 0.77928136 0.84862239 1.09300530
##  [1531] 1.12659923 1.08550074 0.50513952 0.36120259 0.54648707 0.12950516
##  [1537] 0.57988292 0.66939637 0.57988292 1.09300530 1.08550074 1.16869097
##  [1543] 1.10297942 1.08550074 1.10297942 1.23909512 1.32823898 1.23909512
##  [1549] 0.99479824 0.96387822 0.88457275 0.53448980 0.51150744 0.40809593
##  [1555] 0.87479179 0.88457275 0.83903629 0.83903629 0.62496617 0.82870071
##  [1561] 0.82770131 0.77928136 0.72401046 0.83903629 0.85637910 0.87479179
##  [1567] 0.72401046 0.59486490 0.68244055 0.86127969 0.85637910 0.84862239
##  [1573] 0.54648707 0.54648707 0.70136706 0.98909844 1.01418144 1.03718310
##  [1579] 0.17046477 0.20039898 0.13501667 1.01418144 1.03718310 1.09300530
##  [1585] 1.21289463 1.18505244 1.20104053 1.43656688 1.44556718 1.18505244
##  [1591] 0.92306698 0.85637910 0.83903629 0.34658804 0.31218658 0.29806229
##  [1597] 0.48151649 0.40454828 0.48151649 1.11478728 1.05345102 1.04658869
##  [1603] 0.98909844 0.98314878 1.01418144 0.34203675 0.34203675 0.43145383
##  [1609] 0.36120259 0.38220197 0.33019072 1.18505244 1.12659923 1.10297942
##  [1615] 1.09980348 0.99479824 1.08550074 1.04658869 1.09980348 1.08550074
##  [1621] 0.22093047 0.20964884 0.19969759 0.59486490 0.62496617 0.62496617
##  [1627] 0.87479179 0.82770131 0.82770131 0.95605628 0.76510283 0.87479179
##  [1633] 0.29233985 0.29700507 0.31318128 0.10914490 0.15867050 0.17085241
##  [1639] 0.88457275 0.77928136 0.92306698 0.85637910 0.83903629 0.99479824
##  [1645] 0.89772978 0.92306698 0.88457275 0.83903629 0.90988478 0.90988478
##  [1651] 0.17046477 0.17046477 0.15867050 0.29700507 0.33019072 0.31318128
##  [1657] 0.92134590 0.87479179 0.95605628 0.25561237 0.25561237 0.27119499
##  [1663] 0.95605628 1.08550074 0.98909844 1.08550074 0.99479824 1.01418144
##  [1669] 0.43145383 0.51444410 0.45100329 0.83903629 0.90988478 0.90988478
##  [1675] 0.87479179 0.83903629 0.87479179 1.18505244 1.18505244 1.17146043
##  [1681] 0.62496617 0.45544816 0.68244055 0.56849568 0.66939637 0.56849568
##  [1687] 1.03718310 1.06210023 1.09980348 0.98314878 0.98314878 1.01418144
##  [1693] 1.20104053 1.16869097 1.18505244 0.99479824 0.92134590 0.82770131
##  [1699] 0.62301482 0.48151649 0.48151649 0.81277943 0.77120819 0.82770131
##  [1705] 0.77928136 0.70136706 0.74118016 0.83903629 0.72401046 0.72401046
##  [1711] 0.77209098 0.79654622 0.77928136 0.70136706 0.59934455 0.75084318
##  [1717] 0.77928136 0.82870071 0.84862239 0.56402395 0.53448980 0.62496617
##  [1723] 0.85788439 0.95235886 0.90988478 0.18449090 0.20039898 0.20039898
##  [1729] 0.92134590 0.98909844 1.03718310 1.16869097 1.16049067 1.20104053
##  [1735] 1.41445627 1.41445627 1.15785606 0.85788439 0.82770131 0.82870071
##  [1741] 0.31318128 0.29700507 0.31318128 0.48151649 0.56833857 0.47194655
##  [1747] 1.03718310 0.98314878 0.98314878 0.96387822 0.96387822 0.92134590
##  [1753] 0.31218658 0.31318128 0.34203675 0.36120259 0.35799381 0.30418508
##  [1759] 1.09300530 1.04515836 1.08550074 0.99479824 0.90988478 1.06210023
##  [1765] 0.98314878 1.00667706 1.01418144 0.20964884 0.25561237 0.22093047
##  [1771] 0.50861285 0.61390395 0.64445247 0.84862239 0.77663565 0.82870071
##  [1777] 0.85637910 0.77928136 0.82870071 0.30418508 0.33019072 0.29806229
##  [1783] 0.12696077 0.17046477 0.20039898 0.81567232 0.74118016 0.84862239
##  [1789] 0.86127969 0.74118016 0.90988478 0.92134590 0.81277943 0.84862239
##  [1795] 0.83903629 0.90988478 0.83903629 0.17046477 0.20039898 0.17085241
##  [1801] 0.31218658 0.35799381 0.31218658 0.87479179 0.88457275 0.86127969
##  [1807] 0.29806229 0.29700507 0.25561237 0.92134590 0.96387822 0.96387822
##  [1813] 1.01418144 0.95605628 0.98314878 0.43145383 0.56849568 0.50073934
##  [1819] 0.77928136 0.79041092 0.79654622 0.77663565 0.77928136 0.81277943
##  [1825] 1.08550074 1.11478728 1.08550074 0.59934455 0.50513952 0.64445247
##  [1831] 0.08942012 0.06020686 0.45544816 0.39365310 0.40809593 0.62496617
##  [1837] 0.59934455 0.59934455 0.69865825 0.66939637 0.68244055 0.56849568
##  [1843] 0.56849568 0.53448980 0.20039898 0.11128791 0.10914490 0.40454828
##  [1849] 0.38220197 0.48064802 0.43145383 0.31318128 0.35799381 0.45100329
##  [1855] 0.22093047 0.34082063 0.35799381 0.36120259 0.38220197 0.11128791
##  [1861] 0.10914490 0.09642682 0.48151649 0.47194655 0.57988292 0.38220197
##  [1867] 0.33019072 0.33019072 0.51444410 0.55487341 0.56849568 0.59486490
##  [1873] 0.62496617 0.53448980 0.29806229 0.33019072 0.33019072 0.68244055
##  [1879] 0.70136706 0.69865825 0.88457275 0.92134590 0.66939637 0.43145383
##  [1885] 0.45544816 0.47194655 0.43145383 0.47194655 0.45100329 0.20039898
##  [1891] 0.19969759 0.22093047 0.59934455 0.48064802 0.45544816 0.48151649
##  [1897] 0.40454828 0.45100329 0.59116070 0.59934455 0.53448980 0.56849568
##  [1903] 0.53448980 0.43145383 0.45100329 0.54648707 0.51999718 0.41483838
##  [1909] 0.34082063 0.48064802 0.64445247 0.62496617 0.62496617 0.47194655
##  [1915] 0.53448980 0.48064802 0.31218658 0.38220197 0.29806229 0.54648707
##  [1921] 0.56849568 0.50513952 0.29806229 0.36120259 0.30418508 0.34203675
##  [1927] 0.51231927 0.49856220 0.51150744 0.64445247 0.56849568 0.45544816
##  [1933] 0.31218658 0.40809593 0.36120259 0.45544816 0.48151649 0.45100329
##  [1939] 0.38220197 0.45544816 0.20964884 0.29233985 0.31218658 0.59934455
##  [1945] 0.59934455 0.57988292 0.43145383 0.53448980 0.43628136 0.40454828
##  [1951] 0.38220197 0.33019072 0.50513952 0.53448980 0.49856220 0.54648707
##  [1957] 0.56833857 0.53448980 0.66939637 0.62496617 0.62496617 0.38220197
##  [1963] 0.56709073 0.36120259 0.38220197 0.47194655 0.39365310 0.20039898
##  [1969] 0.15671571 0.13501667 0.59934455 0.66939637 0.66939637 0.12696077
##  [1975] 0.17046477 0.15671571 0.06227361 0.45100329 0.31218658 0.43145383
##  [1981] 0.62496617 0.62301482 0.65807171 0.70136706 0.70136706 0.72401046
##  [1987] 0.62496617 0.56709073 0.47194655 0.20964884 0.10914490 0.12584049
##  [1993] 0.40809593 0.45100329 0.51150744 0.48151649 0.29806229 0.35799381
##  [1999] 0.35799381 0.27119499 0.39365310 0.39365310 0.47194655 0.48064802
##  [2005] 0.09642682 0.09642682 0.09642682 0.47194655 0.45100329 0.53448980
##  [2011] 0.29806229 0.31218658 0.34082063 0.51444410 0.62496617 0.59934455
##  [2017] 0.59486490 0.64445247 0.53448980 0.28095527 0.30418508 0.33019072
##  [2023] 0.72401046 0.68244055 0.67515845 0.88457275 0.83903629 0.62301482
##  [2029] 0.40809593 0.39365310 0.45100329 0.43145383 0.53448980 0.38220197
##  [2035] 0.17085241 0.22680499 0.22680499 0.56849568 0.48151649 0.56709073
##  [2041] 0.50073934 0.54648707 0.43628136 0.54648707 0.53448980 0.56709073
##  [2047] 0.54648707 0.53448980 0.36120259 0.51999718 0.50513952 0.51150744
##  [2053] 0.39365310 0.35799381 0.38220197 0.59486490 0.59934455 0.59934455
##  [2059] 0.53448980 0.50513952 0.50073934 0.30418508 0.33019072 0.33019072
##  [2065] 0.45100329 0.45100329 0.45100329 0.29806229 0.40809593 0.29806229
##  [2071] 0.45544816 0.48151649 0.53448980 0.64445247 0.53448980 0.61390395
##  [2077] 0.45100329 0.34203675 0.43145383 0.38220197 0.33019072 0.41483838
##  [2083] 0.53448980 0.48151649 0.56849568 0.23568040 0.19969759 0.22093047
##  [2089] 0.62496617 0.68244055 0.56849568 0.45544816 0.45544816 0.48151649
##  [2095] 0.38220197 0.43145383 0.35799381 0.43145383 0.56849568 0.43145383
##  [2101] 0.59486490 0.59934455 0.59486490 0.77663565 0.62496617 0.68244055
##  [2107] 0.35799381 0.51150744 0.43145383 0.40454828 0.48151649 0.45100329
##  [2113] 0.18950644 0.11128791 0.13501667 0.65693943 0.68244055 0.66939637
##  [2119] 0.15671571 0.13501667 0.12696077 0.39365310 0.34658804 0.31218658
##  [2125] 0.62301482 0.59934455 0.61390395 0.57988292 0.64445247 0.70136706
##  [2131] 0.56849568 0.56833857 0.51444410 0.15867050 0.06227361 0.08942012
##  [2137] 0.31218658 0.38220197 0.53448980 0.29806229 0.23970998 0.30418508
##  [2143] 0.29806229 0.20039898 0.27119499 0.33019072 0.38220197 0.33019072
##  [2149] 0.09642682 0.08942012 0.06227361 0.36120259 0.38530044 0.45100329
##  [2155] 0.29700507 0.28095527 0.25561237 0.50073934 0.56849568 0.62301482
##  [2161] 0.45100329 0.56709073 0.47194655 0.23970998 0.29700507 0.27996178
##  [2167] 0.64445247 0.62496617 0.70136706 0.81277943 0.75084318 0.57988292
##  [2173] 0.30418508 0.33019072 0.34082063 0.36120259 0.43628136 0.40809593
##  [2179] 0.15867050 0.17085241 0.18449090 0.48064802 0.39365310 0.48151649
##  [2185] 0.39365310 0.48064802 0.39365310 0.51999718 0.53448980 0.53448980
##  [2191] 0.43628136 0.45100329 0.33019072 0.45544816 0.47194655 0.43145383
##  [2197] 0.31218658 0.30418508 0.34203675 0.57988292 0.68244055 0.66939637
##  [2203] 0.38220197 0.38220197 0.38220197 0.20039898 0.29806229 0.22093047
##  [2209] 0.47194655 0.40454828 0.36120259 0.29806229 0.31218658 0.29806229
##  [2215] 0.38220197 0.38530044 0.45544816 0.50073934 0.59934455 0.56402395
##  [2221] 0.39365310 0.34203675 0.39365310 0.38220197 0.34658804 0.38530044
##  [2227] 0.45544816 0.50073934 0.45100329 0.20039898 0.20039898 0.28095527
##  [2233] 0.62496617 0.59934455 0.51150744 0.43628136 0.33019072 0.40809593
##  [2239] 0.33019072 0.33019072 0.29233985 0.41483838 0.47194655 0.43145383
##  [2245] 0.53448980 0.56849568 0.56849568 0.62496617 0.59486490 0.59486490
##  [2251] 0.33019072 0.45100329 0.34203675 0.39365310 0.40809593 0.45100329
##  [2257] 0.15867050 0.12696077 0.10914490 0.53448980 0.64445247 0.62496617
##  [2263] 0.12584049 0.12950516 0.12584049 0.03629016 0.05246739 0.12584049
##  [2269] 0.15671571 0.18950644 0.12584049 0.10914490 0.11128791 0.47194655
##  [2275] 0.36120259 0.29233985 0.48151649 0.45100329 0.59934455 0.43145383
##  [2281] 0.34082063 0.31218658 0.92306698 0.84862239 0.92306698 0.96387822
##  [2287] 0.72401046 0.98314878 0.31218658 0.33019072 0.34658804 0.30418508
##  [2293] 0.23970998 0.27996178 0.12584049 0.15867050 0.20964884 0.33019072
##  [2299] 0.31218658 0.29700507 0.20039898 0.20039898 0.22093047 1.08550074
##  [2305] 1.08550074 0.99479824 0.06227361 0.12584049 0.10914490 0.19969759
##  [2311] 0.17046477 0.15671571 0.47194655 0.39365310 0.17046477 0.15671571
##  [2317] 0.15671571 0.20964884 0.76510283 0.77663565 0.83903629 0.47194655
##  [2323] 0.53448980 0.66939637 0.13501667 0.10914490 0.15867050 0.29700507
##  [2329] 0.23568040 0.27119499 0.88457275 0.83220756 0.83903629 0.69865825
##  [2335] 0.68244055 0.62301482 0.05246739 0.06020686 0.06020686 0.06227361
##  [2341] 0.09642682 0.09642682 0.18950644 0.19969759 0.20039898 0.85637910
##  [2347] 0.85637910 0.83903629 0.96387822 0.89772978 0.82870071 0.17085241
##  [2353] 0.17085241 0.17046477 0.77209098 0.75084318 0.72401046 0.79041092
##  [2359] 0.76510283 0.83903629 0.98314878 0.96387822 0.92134590 0.33019072
##  [2365] 0.33019072 0.33019072 0.84862239 0.89772978 0.90988478 0.29233985
##  [2371] 0.33019072 0.36120259 0.15671571 0.10914490 0.12584049 1.03718310
##  [2377] 1.09300530 1.01418144 0.66939637 0.77120819 0.65901108 0.20964884
##  [2383] 0.22093047 0.27119499 0.77928136 0.85788439 0.77928136 0.23568040
##  [2389] 0.22680499 0.31218658 0.70136706 0.64445247 0.62496617 0.56849568
##  [2395] 0.56849568 0.54648707 0.36120259 0.31318128 0.36120259 0.40809593
##  [2401] 0.29700507 0.29700507 0.10914490 0.10914490 0.11128791 0.53448980
##  [2407] 0.62496617 0.59934455 0.06020686 0.19969759 0.20039898 0.20964884
##  [2413] 0.13501667 0.12584049 0.17085241 0.41483838 0.43145383 0.34082063
##  [2419] 0.45544816 0.39365310 0.53448980 0.39365310 0.35799381 0.34203675
##  [2425] 0.96076556 0.74118016 0.88457275 0.88759504 0.64445247 0.89772978
##  [2431] 0.34203675 0.30418508 0.50513952 0.29233985 0.23970998 0.20964884
##  [2437] 0.20039898 0.17046477 0.26169523 0.31218658 0.29806229 0.33019072
##  [2443] 0.27996178 0.27119499 0.27119499 1.08550074 1.03718310 1.01418144
##  [2449] 0.08942012 0.12584049 0.09642682 0.18950644 0.17085241 0.17046477
##  [2455] 0.38220197 0.41483838 0.19969759 0.19969759 0.15867050 0.23568040
##  [2461] 0.77120819 0.75084318 0.82870071 0.43145383 0.54648707 0.64445247
##  [2467] 0.20039898 0.15671571 0.18950644 0.31218658 0.30418508 0.30418508
##  [2473] 0.85637910 0.86424475 0.84862239 0.70136706 0.68244055 0.72401046
##  [2479] 0.06227361 0.06227361 0.06020686 0.08942012 0.09642682 0.09642682
##  [2485] 0.22093047 0.23568040 0.20964884 0.84066177 0.87479179 0.83903629
##  [2491] 0.88457275 0.83903629 0.83903629 0.19969759 0.20964884 0.22680499
##  [2497] 0.68244055 0.66939637 0.59486490 0.79654622 0.68244055 0.83903629
##  [2503] 0.99479824 0.98909844 0.98314878 0.36120259 0.34658804 0.43145383
##  [2509] 0.87479179 0.79041092 0.81277943 0.31218658 0.34203675 0.40809593
##  [2515] 0.15867050 0.17046477 0.18449090 1.04658869 1.06210023 0.99479824
##  [2521] 0.64445247 0.77209098 0.68244055 0.20964884 0.25561237 0.23970998
##  [2527] 0.74118016 0.85788439 0.69865825 0.31218658 0.26169523 0.31218658
##  [2533] 0.66939637 0.66939637 0.64445247 0.53448980 0.59934455 0.53448980
##  [2539] 0.39365310 0.36120259 0.39365310 0.36120259 0.27119499 0.29806229
##  [2545] 0.15671571 0.13501667 0.15671571 0.54648707 0.59486490 0.54648707
##  [2551] 0.20039898 0.19969759 0.19969759 0.15671571 0.13501667 0.12696077
##  [2557] 0.54648707 0.36120259 0.31318128 0.53448980 0.45544816 0.56849568
##  [2563] 0.45100329 0.35799381 0.38530044 0.95605628 0.90988478 0.92306698
##  [2569] 0.92306698 0.72401046 0.92306698 0.39365310 0.33019072 0.45100329
##  [2575] 0.29806229 0.28095527 0.25561237 0.18449090 0.18449090 0.23568040
##  [2581] 0.33019072 0.31218658 0.31218658 0.17085241 0.20039898 0.23970998
##  [2587] 1.08550074 1.06210023 1.04658869 0.08942012 0.12584049 0.09642682
##  [2593] 0.22093047 0.15671571 0.17085241 0.47194655 0.41483838 0.22093047
##  [2599] 0.18950644 0.19969759 0.18449090 0.81277943 0.81277943 0.82770131
##  [2605] 0.54648707 0.62496617 0.68244055 0.17085241 0.15867050 0.19969759
##  [2611] 0.29700507 0.31218658 0.29700507 0.87479179 0.87479179 0.84862239
##  [2617] 0.72401046 0.66939637 0.75084318 0.06020686 0.06227361 0.06227361
##  [2623] 0.08942012 0.08942012 0.09642682 0.23568040 0.23970998 0.20964884
##  [2629] 0.88457275 0.92306698 0.85637910 0.90988478 0.87479179 0.85637910
##  [2635] 0.20039898 0.20039898 0.20964884 0.72401046 0.77928136 0.66939637
##  [2641] 0.82870071 0.81277943 0.87479179 1.09980348 1.08550074 0.99479824
##  [2647] 0.38220197 0.31218658 0.38220197 0.86424475 0.87479179 0.90947248
##  [2653] 0.29806229 0.31218658 0.34203675 0.17046477 0.12584049 0.19969759
##  [2659] 1.08550074 1.04658869 1.04515836 0.72401046 0.77928136 0.74118016
##  [2665] 0.23970998 0.27119499 0.22680499 0.81277943 0.95605628 0.79654622
##  [2671] 0.23970998 0.25561237 0.30418508 0.59934455 0.62496617 0.64445247
##  [2677] 0.64445247 0.62496617 0.54648707 0.38530044 0.43145383 0.43145383
##  [2683] 0.31218658 0.31218658 0.30418508 0.15671571 0.11128791 0.13501667
##  [2689] 0.66939637 0.59934455 0.56849568 0.05246739 0.03629016 0.13501667
##  [2695] 0.12950516 0.17046477 0.35799381 0.27996178 0.27996178 0.64445247
##  [2701] 0.68244055 0.77663565 0.38220197 0.34203675 0.38530044 1.13667692
##  [2707] 1.04515836 1.12144085 1.16049067 0.95605628 1.12231438 0.31218658
##  [2713] 0.36120259 0.31218658 0.43145383 0.47194655 0.45544816 0.29806229
##  [2719] 0.29806229 0.38220197 0.41483838 0.38220197 0.45100329 0.05246739
##  [2725] 0.09642682 0.09642682 1.08550074 1.08550074 1.04658869 0.20039898
##  [2731] 0.29806229 0.25561237 0.20039898 0.20964884 0.19969759 0.48151649
##  [2737] 0.47194655 0.17085241 0.28095527 0.27119499 0.34203675 0.88457275
##  [2743] 0.83903629 0.95605628 0.66939637 0.68244055 0.74118016 0.15867050
##  [2749] 0.17085241 0.19969759 0.27119499 0.31218658 0.29700507 0.88457275
##  [2755] 0.92306698 0.90988478 0.83903629 0.77928136 0.83903629 0.20039898
##  [2761] 0.17046477 0.19969759 0.18449090 0.23970998 0.23568040 0.08942012
##  [2767] 0.09642682 0.09642682 0.90988478 0.95605628 0.95235886 1.08550074
##  [2773] 1.05345102 0.99479824 0.33019072 0.34203675 0.25561237 0.96076556
##  [2779] 0.95605628 0.98314878 0.88457275 0.90988478 0.86127969 1.03291644
##  [2785] 1.03291644 0.92134590 0.38220197 0.34203675 0.36120259 1.00667706
##  [2791] 1.08550074 1.11478728 0.20039898 0.22093047 0.29806229 0.31218658
##  [2797] 0.29806229 0.33019072 0.99479824 1.03291644 0.99479824 0.81277943
##  [2803] 0.85637910 0.76510283 0.27119499 0.29806229 0.28095527 0.84862239
##  [2809] 0.96612735 0.87479179 0.12584049 0.12950516 0.20039898 0.59116070
##  [2815] 0.53448980 0.47194655 0.68244055 0.74118016 0.70136706 0.38220197
##  [2821] 0.45100329 0.40809593 0.59934455 0.40809593 0.47194655 0.12584049
##  [2827] 0.11128791 0.12696077 0.70136706 0.77120819 0.69865825 0.06020686
##  [2833] 0.17085241 0.17046477 0.17085241 0.45544816 0.33019072 0.29700507
##  [2839] 0.66939637 0.66939637 0.77209098 0.45100329 0.38220197 0.38220197
##  [2845] 1.18505244 1.04968452 1.09980348 1.16049067 0.95605628 1.18505244
##  [2851] 0.38220197 0.36120259 0.38220197 0.43145383 0.48151649 0.45544816
##  [2857] 0.31218658 0.29806229 0.36120259 0.38220197 0.34203675 0.41483838
##  [2863] 0.06020686 0.06227361 0.08942012 1.08550074 1.10297942 1.04658869
##  [2869] 0.25561237 0.31218658 0.29700507 0.22093047 0.27119499 0.17085241
##  [2875] 0.45100329 0.45544816 0.20964884 0.30418508 0.29806229 0.29806229
##  [2881] 0.88759504 0.82870071 0.88759504 0.66939637 0.72401046 0.81277943
##  [2887] 0.22093047 0.18449090 0.22093047 0.33019072 0.29806229 0.31218658
##  [2893] 0.88759504 0.96387822 0.92134590 0.85637910 0.74118016 0.77928136
##  [2899] 0.17085241 0.20964884 0.20964884 0.20964884 0.27119499 0.27119499
##  [2905] 0.10914490 0.10914490 0.09642682 0.90988478 0.90988478 0.90988478
##  [2911] 1.10297942 1.10297942 1.04658869 0.34658804 0.33019072 0.29233985
##  [2917] 0.92134590 0.92306698 0.95605628 0.87479179 0.84862239 0.88759504
##  [2923] 0.96076556 0.99479824 0.92306698 0.40454828 0.33019072 0.39365310
##  [2929] 1.05345102 1.15480103 1.08550074 0.22093047 0.22093047 0.31218658
##  [2935] 0.36120259 0.33019072 0.36120259 1.01418144 1.01418144 0.96387822
##  [2941] 0.81693626 0.82770131 0.75805531 0.29806229 0.31218658 0.33019072
##  [2947] 0.83903629 0.99479824 0.90988478 0.11128791 0.11128791 0.22680499
##  [2953] 0.62301482 0.56833857 0.59934455 0.65901108 0.64445247 0.66939637
##  [2959] 0.43145383 0.43628136 0.45544816 0.59934455 0.47194655 0.50861285
##  [2965] 0.17046477 0.20039898 0.18950644 0.66939637 0.79041092 0.66939637
##  [2971] 0.15867050 0.20039898 0.19969759 0.47194655 0.30418508 0.31218658
##  [2977] 0.70136706 0.62496617 0.77120819 0.50073934 0.36120259 0.43145383
##  [2983] 1.16049067 0.99479824 1.13667692 1.10297942 0.90988478 1.11478728
##  [2989] 0.31218658 0.36120259 0.43628136 0.45100329 0.45100329 0.45100329
##  [2995] 0.28095527 0.31218658 0.34082063 0.39365310 0.35799381 0.45544816
##  [3001] 0.06227361 0.09642682 0.10914490 1.04515836 1.09980348 1.04658869
##  [3007] 0.23970998 0.33019072 0.23568040 0.18950644 0.19969759 0.20039898
##  [3013] 0.43145383 0.43628136 0.19969759 0.29806229 0.33019072 0.29806229
##  [3019] 0.87479179 0.81277943 0.98314878 0.66939637 0.66939637 0.72401046
##  [3025] 0.20964884 0.22093047 0.25561237 0.29806229 0.29806229 0.29806229
##  [3031] 0.90988478 0.90988478 0.87479179 0.83903629 0.77928136 0.81277943
##  [3037] 0.12584049 0.17046477 0.17046477 0.24890245 0.27119499 0.23970998
##  [3043] 0.09642682 0.09642682 0.10914490 0.95605628 0.96076556 1.01418144
##  [3049] 1.08550074 1.01418144 1.01418144 0.36120259 0.34203675 0.33019072
##  [3055] 0.92134590 0.98909844 1.01418144 0.83903629 0.95235886 0.90988478
##  [3061] 1.00667706 1.03718310 0.95605628 0.47194655 0.38530044 0.38220197
##  [3067] 1.01418144 1.10297942 1.03291644 0.17046477 0.20964884 0.27996178
##  [3073] 0.33019072 0.31218658 0.40454828 1.05345102 1.09300530 1.01418144
##  [3079] 0.74118016 0.84862239 0.77663565 0.29233985 0.33019072 0.29806229
##  [3085] 0.83903629 0.96076556 0.83903629 0.12584049 0.12584049 0.15671571
##  [3091] 0.59116070 0.48064802 0.56833857 0.68244055 0.74118016 0.69865825
##  [3097] 0.43145383 0.45544816 0.43145383 0.66939637 0.43628136 0.45100329
##  [3103] 0.12584049 0.17046477 0.17085241 0.77120819 0.76510283 0.76510283
##  [3109] 0.06227361 0.09642682 0.48151649 0.39365310 0.43145383 0.75084318
##  [3115] 0.68244055 0.77928136 0.43145383 0.43145383 0.51444410 1.08550074
##  [3121] 1.03718310 1.12659923 1.15480103 0.87479179 1.10297942 0.34658804
##  [3127] 0.38220197 0.49856220 0.45100329 0.47194655 0.38530044 0.27119499
##  [3133] 0.27119499 0.31218658 0.33019072 0.33019072 0.33019072 0.15867050
##  [3139] 0.20964884 0.22093047 1.21289463 1.20104053 1.15480103 0.19969759
##  [3145] 0.25561237 0.15671571 0.13501667 0.17046477 0.12584049 0.22093047
##  [3151] 0.25561237 0.10914490 0.20039898 0.23568040 0.20039898 0.96387822
##  [3157] 0.95605628 1.03291644 0.74118016 0.70136706 0.88759504 0.20039898
##  [3163] 0.15867050 0.17046477 0.31218658 0.31218658 0.38220197 1.03291644
##  [3169] 1.03291644 1.03718310 0.90988478 0.83903629 0.77928136 0.12584049
##  [3175] 0.13501667 0.10914490 0.22093047 0.20039898 0.19969759 0.23970998
##  [3181] 0.20964884 0.20964884 1.03718310 1.03718310 1.09300530 1.04658869
##  [3187] 1.16049067 1.03718310 0.33019072 0.34203675 0.33019072 1.00667706
##  [3193] 0.96387822 0.88457275 0.96387822 0.98314878 0.90988478 1.16869097
##  [3199] 1.18505244 1.11478728 0.51150744 0.48151649 0.48151649 1.01418144
##  [3205] 1.04658869 1.01418144 0.27119499 0.31218658 0.36120259 0.31218658
##  [3211] 0.31218658 0.34658804 1.12231438 1.16049067 1.16049067 0.87479179
##  [3217] 0.87479179 0.88457275 0.31218658 0.31218658 0.33019072 0.92134590
##  [3223] 1.03718310 0.87479179 0.28095527 0.29806229 0.27119499 0.74118016
##  [3229] 0.54648707 0.59116070 0.75084318 0.74118016 0.72401046 0.53448980
##  [3235] 0.48151649 0.59934455 0.64445247 0.36120259 0.56833857 0.09642682
##  [3241] 0.12950516 0.11128791 0.77663565 0.82870071 0.84862239 0.06227361
##  [3247] 0.36120259 0.43145383 0.40809593 0.84862239 0.66939637 0.85637910
##  [3253] 0.47194655 0.54648707 0.49856220 1.08550074 1.03718310 1.03718310
##  [3259] 1.04658869 0.85637910 1.10297942 0.45100329 0.48151649 0.43145383
##  [3265] 0.50861285 0.45100329 0.45100329 0.28095527 0.25561237 0.33019072
##  [3271] 0.36120259 0.45100329 0.36120259 0.17046477 0.22093047 0.25561237
##  [3277] 1.27337432 1.32823898 1.23909512 0.20039898 0.27119499 0.15671571
##  [3283] 0.10914490 0.18449090 0.12584049 0.25561237 0.20039898 0.10914490
##  [3289] 0.20039898 0.23970998 0.18950644 0.98314878 0.92134590 1.04658869
##  [3295] 0.74118016 0.77928136 0.87479179 0.20039898 0.20039898 0.17046477
##  [3301] 0.31318128 0.38220197 0.36120259 1.03718310 1.03718310 1.01418144
##  [3307] 0.92306698 0.87479179 0.90988478 0.12584049 0.12584049 0.12696077
##  [3313] 0.20039898 0.19969759 0.17085241 0.30418508 0.29700507 0.23568040
##  [3319] 1.08550074 1.05345102 1.09300530 1.08550074 1.09300530 1.09980348
##  [3325] 0.35799381 0.33019072 0.36120259 0.92134590 0.82870071 0.90988478
##  [3331] 1.01418144 0.99479824 0.96387822 1.12231438 1.18505244 1.20104053
##  [3337] 0.56833857 0.48151649 0.53448980 1.01418144 0.98909844 1.08550074
##  [3343] 0.28095527 0.34082063 0.39365310 0.31318128 0.31218658 0.48151649
##  [3349] 1.16869097 1.18505244 1.17146043 0.90988478 0.95605628 0.90988478
##  [3355] 0.30418508 0.35799381 0.31218658 0.95605628 1.04658869 0.96076556
##  [3361] 0.29806229 0.25561237 0.25561237 0.64445247 0.56849568 0.56849568
##  [3367] 0.77663565 0.68244055 0.75084318 0.53448980 0.56849568 0.56849568
##  [3373] 0.49856220 0.43145383 0.43145383 0.08942012 0.10914490 0.10914490
##  [3379] 0.88457275 0.95235886 0.89772978 0.43145383 0.34203675 0.31318128
##  [3385] 0.81277943 0.74118016 0.82870071 0.47194655 0.39365310 0.45100329
##  [3391] 1.16049067 1.04658869 1.09300530 1.13667692 0.96076556 1.10297942
##  [3397] 0.36120259 0.41483838 0.45544816 0.53448980 0.53434526 0.53434526
##  [3403] 0.28095527 0.22680499 0.31218658 0.48151649 0.38220197 0.38220197
##  [3409] 0.19969759 0.19969759 0.22093047 1.21151666 1.18505244 1.15480103
##  [3415] 0.22093047 0.27119499 0.20964884 0.13501667 0.12696077 0.15867050
##  [3421] 0.29806229 0.31218658 0.10914490 0.25561237 0.29806229 0.27119499
##  [3427] 0.92134590 0.86127969 0.95605628 0.81277943 0.77928136 0.89772978
##  [3433] 0.17046477 0.17046477 0.20039898 0.28095527 0.38220197 0.31318128
##  [3439] 1.01418144 1.01418144 0.96387822 0.87479179 0.84862239 0.87479179
##  [3445] 0.10914490 0.17046477 0.17085241 0.20964884 0.20039898 0.20039898
##  [3451] 0.25561237 0.29233985 0.25561237 0.98314878 1.00667706 1.01418144
##  [3457] 1.16049067 1.16049067 1.05345102 0.29806229 0.29700507 0.30418508
##  [3463] 0.98909844 0.95235886 0.96387822 0.95605628 0.92134590 0.98314878
##  [3469] 1.16049067 1.13667692 1.11478728 0.41483838 0.35799381 0.43145383
##  [3475] 1.08550074 1.03718310 1.09980348 0.25561237 0.36120259 0.38530044
##  [3481] 0.36120259 0.29806229 0.33019072 1.10297942 1.15480103 1.08550074
##  [3487] 0.85637910 0.85637910 0.87479179 0.30418508 0.31218658 0.38220197
##  [3493] 0.88759504 1.06210023 0.90988478 0.27996178 0.22680499 0.23568040
##  [3499] 0.62496617 0.56849568 0.51444410 0.82770131 0.74118016 0.77663565
##  [3505] 0.56849568 0.47194655 0.54648707 0.53448980 0.47194655 0.48064802
##  [3511] 0.10914490 0.12584049 0.10914490 0.86127969 0.85637910 0.81277943
##  [3517] 0.12950516 0.18950644 0.82770131 0.63104869 0.62496617 0.20964884
##  [3523] 0.33019072 0.31218658 0.88457275 0.77663565 0.90988478 0.88457275
##  [3529] 0.75084318 0.87479179 0.31218658 0.25561237 0.28095527 0.47194655
##  [3535] 0.50861285 0.49856220 0.56849568 0.53448980 0.62496617 0.48064802
##  [3541] 0.45100329 0.45100329 0.33019072 0.38220197 0.45100329 1.01418144
##  [3547] 1.03291644 0.95605628 0.45544816 0.45544816 0.39365310 0.45100329
##  [3553] 0.45100329 0.39365310 0.56709073 0.51444410 0.35799381 0.48151649
##  [3559] 0.43628136 0.48151649 0.77928136 0.81277943 0.82770131 0.68244055
##  [3565] 0.62496617 0.75805531 0.29806229 0.29700507 0.34203675 0.23970998
##  [3571] 0.27119499 0.30418508 0.83903629 0.90988478 0.87479179 0.88457275
##  [3577] 0.83903629 0.77928136 0.56849568 0.54648707 0.53448980 0.48151649
##  [3583] 0.50861285 0.45544816 0.45100329 0.45544816 0.51444410 0.77663565
##  [3589] 0.83903629 0.82870071 0.90988478 0.82770131 0.92134590 0.68244055
##  [3595] 0.59116070 0.64445247 0.70136706 0.70136706 0.68244055 0.75084318
##  [3601] 0.79654622 0.77120819 0.84862239 0.96387822 0.88457275 0.36120259
##  [3607] 0.31318128 0.35799381 0.87479179 0.75084318 0.83903629 0.15671571
##  [3613] 0.23970998 0.23970998 0.53448980 0.56849568 0.72401046 0.88759504
##  [3619] 0.95605628 0.95235886 0.74118016 0.83810116 0.84862239 0.33019072
##  [3625] 0.28095527 0.35799381 0.82870071 0.86127969 0.81277943 0.27996178
##  [3631] 0.29806229 0.20039898 0.15867050 0.18449090 0.20964884 0.64445247
##  [3637] 0.56849568 0.70136706 0.34082063 0.34082063 0.38220197 0.45100329
##  [3643] 0.45100329 0.38220197 0.45544816 0.45544816 0.43145383 0.66939637
##  [3649] 0.74118016 0.72401046 0.06227361 0.53448980 0.53448980 0.56709073
##  [3655] 0.20039898 0.20039898 0.18950644 1.04515836 0.85637910 1.03718310
##  [3661] 1.08550074 0.83903629 0.98314878 0.23568040 0.23970998 0.22680499
##  [3667] 0.39365310 0.40809593 0.43628136 0.40454828 0.33019072 0.48064802
##  [3673] 0.36120259 0.39365310 0.43145383 0.30418508 0.29806229 0.30418508
##  [3679] 0.96387822 0.96076556 0.98314878 0.29700507 0.48151649 0.36120259
##  [3685] 0.29806229 0.33019072 0.33019072 0.74118016 0.77928136 0.39365310
##  [3691] 0.38220197 0.47194655 0.43145383 0.66939637 0.68244055 0.72401046
##  [3697] 0.50861285 0.50073934 0.62301482 0.22680499 0.20964884 0.25561237
##  [3703] 0.17046477 0.20964884 0.17085241 0.74118016 0.76510283 0.75084318
##  [3709] 0.71474543 0.62496617 0.70136706 0.36120259 0.41483838 0.34658804
##  [3715] 0.33019072 0.33019072 0.39365310 0.27996178 0.27996178 0.29806229
##  [3721] 0.81277943 0.82870071 0.77928136 0.96387822 0.85637910 0.83903629
##  [3727] 0.43628136 0.38220197 0.38220197 0.83903629 0.90988478 0.84862239
##  [3733] 0.74118016 0.66939637 0.75084318 0.87479179 0.90988478 0.77663565
##  [3739] 0.17085241 0.17046477 0.20964884 0.96387822 0.87479179 0.98314878
##  [3745] 0.11128791 0.13501667 0.20039898 0.38220197 0.34203675 0.43145383
##  [3751] 0.90988478 0.90988478 0.82870071 0.66939637 0.70136706 0.74118016
##  [3757] 0.22093047 0.22093047 0.13501667 0.70136706 0.82870071 0.72401046
##  [3763] 0.22680499 0.18449090 0.29233985 0.39365310 0.31218658 0.31218658
##  [3769] 0.59934455 0.66939637 0.62496617 0.18449090 0.20964884 0.20964884
##  [3775] 0.59934455 0.51150744 0.48151649 0.31218658 0.29806229 0.36120259
##  [3781] 0.59934455 0.56849568 0.59934455 0.38530044 0.45100329 0.50073934
##  [3787] 0.20964884 0.18950644 0.17046477 1.08550074 0.96387822 1.11478728
##  [3793] 1.11478728 0.85637910 1.01418144 0.22093047 0.20964884 0.25561237
##  [3799] 0.38530044 0.38220197 0.40809593 0.38530044 0.30418508 0.38220197
##  [3805] 0.33019072 0.34203675 0.34658804 0.31218658 0.29700507 0.29700507
##  [3811] 0.77928136 0.83903629 0.86127969 0.27119499 0.45100329 0.36120259
##  [3817] 0.34658804 0.30418508 0.31318128 0.79654622 0.77928136 0.47194655
##  [3823] 0.45100329 0.35799381 0.45544816 0.59116070 0.56849568 0.59116070
##  [3829] 0.53448980 0.53448980 0.62496617 0.22093047 0.18449090 0.17085241
##  [3835] 0.17046477 0.20039898 0.15867050 0.59116070 0.72401046 0.68244055
##  [3841] 0.59486490 0.53448980 0.59116070 0.31218658 0.34658804 0.29806229
##  [3847] 0.25561237 0.29806229 0.33019072 0.20964884 0.27119499 0.24890245
##  [3853] 0.70136706 0.70136706 0.72401046 0.99479824 0.96076556 0.92306698
##  [3859] 0.30418508 0.31218658 0.30418508 0.88457275 0.90988478 0.96076556
##  [3865] 0.65091609 0.62496617 0.74118016 0.77120819 0.82870071 0.75084318
##  [3871] 0.17046477 0.17085241 0.17046477 0.99479824 1.01418144 1.01418144
##  [3877] 0.20039898 0.12950516 0.27119499 0.29806229 0.25561237 0.27119499
##  [3883] 0.72401046 0.77928136 0.70136706 0.59934455 0.61390395 0.54648707
##  [3889] 0.20039898 0.20964884 0.17046477 0.59934455 0.74118016 0.65901108
##  [3895] 0.19969759 0.20039898 0.34082063 0.45100329 0.33019072 0.40454828
##  [3901] 0.54648707 0.64445247 0.57988292 0.12584049 0.13501667 0.17085241
##  [3907] 0.56849568 0.53448980 0.47194655 0.31218658 0.29233985 0.31218658
##  [3913] 0.50513952 0.53448980 0.53448980 0.12950516 0.12584049 0.53448980
##  [3919] 0.31318128 0.43628136 0.75084318 0.72401046 0.74118016 0.79041092
##  [3925] 0.59116070 0.72401046 0.47194655 0.47194655 0.62496617 0.20039898
##  [3931] 0.17046477 0.17046477 0.40454828 0.43628136 0.48151649 0.49856220
##  [3937] 0.45544816 0.51150744 0.62301482 0.62496617 0.66939637 0.56849568
##  [3943] 0.62496617 0.54648707 0.36120259 0.56849568 0.56849568 0.77928136
##  [3949] 0.70136706 0.68244055 1.10297942 1.12231438 0.84862239 0.55487341
##  [3955] 0.53448980 0.59934455 0.48151649 0.45544816 0.43628136 0.19969759
##  [3961] 0.23970998 0.23970998 0.57988292 0.50073934 0.50513952 0.50073934
##  [3967] 0.54648707 0.41483838 0.45544816 0.48151649 0.50513952 0.40809593
##  [3973] 0.45544816 0.34658804 0.59486490 0.53448980 0.50073934 0.56849568
##  [3979] 0.47194655 0.56849568 0.45544816 0.51444410 0.56833857 0.51150744
##  [3985] 0.51999718 0.48064802 0.56849568 0.62496617 0.57988292 0.38220197
##  [3991] 0.38220197 0.33019072 0.77209098 0.74118016 0.70136706 0.59934455
##  [3997] 0.48064802 0.54648707 0.57988292 0.54648707 0.54648707 0.33019072
##  [4003] 0.31218658 0.33019072 0.82770131 0.81567232 0.83903629 0.62301482
##  [4009] 0.51444410 0.66939637 0.22680499 0.24890245 0.18449090 0.66939637
##  [4015] 0.62301482 0.51999718 0.50513952 0.45100329 0.34658804 0.33019072
##  [4021] 0.38220197 0.29806229 0.45544816 0.62496617 0.51444410 0.53448980
##  [4027] 0.53448980 0.79654622 0.92306698 0.84862239 0.90988478 0.53448980
##  [4033] 0.70136706 0.54648707 0.31218658 0.30418508 0.33019072 0.51150744
##  [4039] 0.36120259 0.36120259 0.64445247 0.53448980 0.66939637 0.15867050
##  [4045] 0.15671571 0.15671571 0.06020686 0.39365310 0.43145383 0.53448980
##  [4051] 0.39365310 0.29806229 0.45544816 0.38220197 0.29233985 0.33019072
##  [4057] 0.38220197 0.39365310 0.45544816 0.12584049 0.09642682 0.11128791
##  [4063] 0.54648707 0.50073934 0.65901108 0.31318128 0.36120259 0.39365310
##  [4069] 0.59486490 0.56849568 0.64445247 0.50513952 0.56833857 0.43145383
##  [4075] 0.29806229 0.39365310 0.35799381 0.72401046 0.77120819 0.75084318
##  [4081] 0.95605628 0.88457275 0.68244055 0.53448980 0.47194655 0.45544816
##  [4087] 0.48151649 0.45544816 0.48151649 0.17046477 0.18449090 0.15867050
##  [4093] 0.59934455 0.56849568 0.59116070 0.47194655 0.56849568 0.48064802
##  [4099] 0.56849568 0.59934455 0.62496617 0.56849568 0.56849568 0.40809593
##  [4105] 0.50861285 0.56833857 0.56709073 0.51150744 0.38220197 0.48151649
##  [4111] 0.57988292 0.70136706 0.66939637 0.41483838 0.48151649 0.48064802
##  [4117] 0.27996178 0.33019072 0.22680499 0.53434526 0.59934455 0.50513952
##  [4123] 0.31218658 0.39365310 0.33019072 0.43145383 0.47194655 0.56849568
##  [4129] 0.43145383 0.57988292 0.56833857 0.40809593 0.39365310 0.45100329
##  [4135] 0.39365310 0.36120259 0.45100329 0.53448980 0.45100329 0.53448980
##  [4141] 0.23568040 0.29700507 0.29806229 0.59934455 0.62496617 0.48064802
##  [4147] 0.49856220 0.57988292 0.53448980 0.40454828 0.40454828 0.38530044
##  [4153] 0.53448980 0.53448980 0.56849568 0.53448980 0.53434526 0.59116070
##  [4159] 0.76510283 0.66939637 0.77209098 0.50513952 0.56849568 0.48151649
##  [4165] 0.39365310 0.45544816 0.48151649 0.20964884 0.19969759 0.15867050
##  [4171] 0.62496617 0.64445247 0.62496617 0.12584049 0.09642682 0.09642682
##  [4177] 0.38530044 0.51444410 0.47194655 0.27119499 0.28095527 0.33019072
##  [4183] 0.29700507 0.23568040 0.31218658 0.40454828 0.39365310 0.45544816
##  [4189] 0.15671571 0.13501667 0.12584049 0.62301482 0.53448980 0.70136706
##  [4195] 0.45100329 0.39365310 0.45544816 0.68244055 0.72401046 0.73634814
##  [4201] 0.38220197 0.45544816 0.34203675 0.39365310 0.38220197 0.47194655
##  [4207] 0.82870071 0.83903629 0.81277943 0.90988478 0.92195823 0.77928136
##  [4213] 0.62301482 0.62496617 0.56849568 0.48151649 0.47194655 0.45544816
##  [4219] 0.11128791 0.15867050 0.15867050 0.70136706 0.62496617 0.64445247
##  [4225] 0.59934455 0.62496617 0.53434526 0.59934455 0.66939637 0.59116070
##  [4231] 0.54648707 0.59486490 0.45100329 0.68244055 0.62496617 0.62496617
##  [4237] 0.56849568 0.36120259 0.51999718 0.70136706 0.77928136 0.75084318
##  [4243] 0.38220197 0.36120259 0.31218658 0.19969759 0.27119499 0.18449090
##  [4249] 0.65177042 0.64445247 0.62496617 0.29700507 0.29806229 0.29700507
##  [4255] 0.40809593 0.45100329 0.53448980 0.40809593 0.45100329 0.48151649
##  [4261] 0.47194655 0.39365310 0.56849568 0.31318128 0.31218658 0.39365310
##  [4267] 0.51150744 0.45544816 0.49856220 0.30418508 0.30418508 0.31218658
##  [4273] 0.50513952 0.59934455 0.45544816 0.53448980 0.53448980 0.51444410
##  [4279] 0.45544816 0.40809593 0.39365310 0.43145383 0.53448980 0.45544816
##  [4285] 0.64445247 0.72401046 0.64445247 0.74118016 0.59486490 0.68244055
##  [4291] 0.51150744 0.56833857 0.50073934 0.43628136 0.48151649 0.54648707
##  [4297] 0.24890245 0.13501667 0.18950644 0.68244055 0.77928136 0.75084318
##  [4303] 0.10914490 0.08942012 0.12584049 0.19969759 0.17046477 0.82870071
##  [4309] 0.72401046 0.92134590 0.92134590 0.64445247 0.82870071 0.13501667
##  [4315] 0.17046477 0.12584049 0.31218658 0.31218658 0.31218658 0.39365310
##  [4321] 0.40809593 0.43628136 0.29806229 0.33019072 0.31218658 0.34203675
##  [4327] 0.40454828 0.48151649 0.82870071 0.83903629 0.83903629 0.29806229
##  [4333] 0.36120259 0.33019072 0.34658804 0.38220197 0.47194655 0.66939637
##  [4339] 0.62496617 0.40809593 0.45100329 0.38220197 0.39365310 0.57988292
##  [4345] 0.56849568 0.59934455 0.39365310 0.38530044 0.53448980 0.29700507
##  [4351] 0.23970998 0.29806229 0.15867050 0.20039898 0.20964884 0.68244055
##  [4357] 0.66939637 0.68244055 0.62496617 0.54648707 0.54648707 0.39365310
##  [4363] 0.40809593 0.38220197 0.33019072 0.29806229 0.40454828 0.36120259
##  [4369] 0.38220197 0.36120259 0.62496617 0.74118016 0.66939637 0.77928136
##  [4375] 0.77209098 0.74118016 0.48151649 0.45544816 0.43145383 0.70136706
##  [4381] 0.64445247 0.72401046 0.48151649 0.57988292 0.62496617 0.75084318
##  [4387] 0.82870071 0.75084318 0.17046477 0.12696077 0.19969759 0.77928136
##  [4393] 0.75084318 0.87479179 0.24890245 0.22680499 0.27119499 0.36120259
##  [4399] 0.36120259 0.38530044 0.77663565 0.83903629 0.72401046 0.53448980
##  [4405] 0.53448980 0.59934455 0.20039898 0.19969759 0.15867050 0.59934455
##  [4411] 0.66939637 0.62301482 0.38530044 0.30418508 0.30418508 0.33019072
##  [4417] 0.33019072 0.27996178 0.48064802 0.59486490 0.56402395 0.20964884
##  [4423] 0.17085241 0.20964884 0.48151649 0.38220197 0.33019072 0.34658804
##  [4429] 0.38220197 0.43145383 0.48151649 0.50073934 0.49856220 0.11128791
##  [4435] 1.01418144 0.84862239 0.92306698 0.92306698 0.74118016 0.83903629
##  [4441] 0.15867050 0.13501667 0.20964884 0.33019072 0.31218658 0.31218658
##  [4447] 0.34203675 0.33019072 0.36120259 0.33019072 0.38220197 0.29233985
##  [4453] 0.33019072 0.38530044 0.40454828 0.83903629 0.83903629 0.88759504
##  [4459] 0.29233985 0.43628136 0.39365310 0.48151649 0.40454828 0.45544816
##  [4465] 0.83903629 0.88457275 0.47194655 0.35799381 0.45100329 0.48064802
##  [4471] 0.51444410 0.51444410 0.53448980 0.40454828 0.51150744 0.53448980
##  [4477] 0.28095527 0.23970998 0.25561237 0.15867050 0.23568040 0.17085241
##  [4483] 0.62301482 0.68244055 0.64445247 0.56849568 0.53448980 0.51444410
##  [4489] 0.36120259 0.39365310 0.43145383 0.36120259 0.30418508 0.40809593
##  [4495] 0.34203675 0.33019072 0.33019072 0.62496617 0.69865825 0.66939637
##  [4501] 0.85637910 0.87479179 0.84862239 0.38530044 0.33019072 0.29806229
##  [4507] 0.75084318 0.77928136 0.83810116 0.62496617 0.54648707 0.66939637
##  [4513] 0.76510283 0.81277943 0.70136706 0.10914490 0.12584049 0.15867050
##  [4519] 0.87479179 0.92134590 0.89772978 0.23568040 0.22093047 0.31218658
##  [4525] 0.31218658 0.29700507 0.29700507 0.77663565 0.79654622 0.72401046
##  [4531] 0.53448980 0.56833857 0.43145383 0.17085241 0.17046477 0.13501667
##  [4537] 0.59116070 0.75084318 0.57988292 0.31218658 0.29806229 0.36120259
##  [4543] 0.45544816 0.36120259 0.39365310 0.53434526 0.59486490 0.51150744
##  [4549] 0.11128791 0.12584049 0.15671571 0.53448980 0.38220197 0.47194655
##  [4555] 0.43145383 0.36120259 0.40809593 0.38220197 0.53448980 0.40454828
##  [4561] 1.03718310 0.86127969 0.98314878 0.96387822 0.81277943 0.96076556
##  [4567] 0.12696077 0.10914490 0.17046477 0.43145383 0.33019072 0.33019072
##  [4573] 0.35799381 0.36120259 0.34658804 0.38220197 0.38220197 0.34658804
##  [4579] 0.35799381 0.39365310 0.38530044 0.84862239 0.88457275 0.88457275
##  [4585] 0.29806229 0.43145383 0.36120259 0.47194655 0.34658804 0.39365310
##  [4591] 0.69865825 0.79654622 0.47194655 0.35799381 0.33019072 0.45544816
##  [4597] 0.62496617 0.59934455 0.62496617 0.50073934 0.50513952 0.54648707
##  [4603] 0.27119499 0.19969759 0.22093047 0.17085241 0.17085241 0.15867050
##  [4609] 0.64445247 0.70136706 0.65901108 0.56849568 0.57988292 0.56833857
##  [4615] 0.38220197 0.40454828 0.35799381 0.34203675 0.33019072 0.39365310
##  [4621] 0.33019072 0.34203675 0.39365310 0.74118016 0.73634814 0.73634814
##  [4627] 0.95605628 0.92134590 0.85637910 0.38220197 0.40454828 0.35799381
##  [4633] 0.85637910 0.84862239 0.77928136 0.68244055 0.59934455 0.59116070
##  [4639] 0.77663565 0.83903629 0.65901108 0.15671571 0.11128791 0.12950516
##  [4645] 0.92134590 0.92134590 0.96387822 0.20964884 0.22680499 0.25561237
##  [4651] 0.33019072 0.31218658 0.31218658 0.79041092 0.88457275 0.77928136
##  [4657] 0.57988292 0.56709073 0.54648707 0.18950644 0.15671571 0.15867050
##  [4663] 0.54648707 0.77663565 0.64445247 0.31218658 0.27119499 0.33019072
##  [4669] 0.47194655 0.34203675 0.36120259 0.53448980 0.62496617 0.48151649
##  [4675] 0.13501667 0.15671571 0.15867050 0.51444410 0.48151649 0.39365310
##  [4681] 0.36120259 0.34203675 0.41483838 0.50513952 0.56709073 0.50513952
##  [4687] 0.10914490 0.12950516 0.13501667 0.15671571 0.19969759 0.87479179
##  [4693] 0.90988478 0.81277943 0.45100329 0.35799381 0.38530044 0.99479824
##  [4699] 1.01418144 1.08550074 0.77928136 0.81277943 0.70136706 1.12231438
##  [4705] 1.16049067 1.15785606 0.70136706 0.66939637 0.59934455 0.75084318
##  [4711] 0.66939637 0.72401046 1.16869097 1.21289463 1.12659923 1.03291644
##  [4717] 0.96387822 1.09300530 0.96076556 0.92134590 0.81277943 0.83903629
##  [4723] 0.90988478 0.87479179 0.53448980 0.50073934 0.51150744 1.09300530
##  [4729] 1.04658869 1.00667706 1.01418144 1.05345102 1.03718310 1.09980348
##  [4735] 1.03291644 1.08550074 1.09980348 1.08550074 0.90988478 1.03718310
##  [4741] 1.01418144 1.04968452 0.88759504 0.70136706 0.90988478 1.26830344
##  [4747] 1.21289463 1.26830344 0.66939637 0.70136706 0.70136706 0.15671571
##  [4753] 0.17085241 0.17046477 1.09980348 0.99479824 1.01418144 0.17046477
##  [4759] 0.20964884 0.25561237 0.62496617 0.92306698 0.83903629 0.74118016
##  [4765] 0.74118016 0.83903629 1.03718310 0.96387822 1.06210023 0.23970998
##  [4771] 0.15867050 0.20964884 0.92306698 0.90947248 0.77928136 0.87479179
##  [4777] 0.83903629 0.90213497 0.90988478 0.92306698 0.90988478 0.92134590
##  [4783] 0.96387822 1.04658869 0.99479824 0.90988478 0.92306698 0.84862239
##  [4789] 0.85637910 0.92306698 1.04658869 1.10297942 0.81277943 0.77663565
##  [4795] 0.77928136 0.77928136 0.79654622 0.77663565 0.83903629 1.01418144
##  [4801] 1.04658869 1.05345102 0.34203675 0.39365310 0.33019072 1.08550074
##  [4807] 1.18505244 1.11478728 0.59116070 0.47194655 0.53448980 0.10914490
##  [4813] 0.15867050 0.15867050 0.13501667 0.69865825 0.74118016 0.69865825
##  [4819] 0.34658804 0.29806229 0.36120259 0.87479179 0.87479179 0.92134590
##  [4825] 0.62496617 0.62496617 0.54648707 0.99479824 1.06210023 1.06210023
##  [4831] 0.64445247 0.59486490 0.48151649 0.59486490 0.53448980 0.56833857
##  [4837] 1.04658869 1.03291644 1.04968452 1.01418144 1.01418144 0.98909844
##  [4843] 0.70136706 0.77928136 0.72401046 0.76510283 0.75084318 0.74118016
##  [4849] 0.45100329 0.36120259 0.41483838 0.95235886 0.85637910 0.87479179
##  [4855] 0.86127969 0.90988478 0.88457275 0.95605628 0.92195823 0.98314878
##  [4861] 0.92306698 0.92134590 0.79654622 0.92134590 0.99479824 0.92306698
##  [4867] 0.81277943 0.64445247 0.81277943 1.17146043 1.10297942 1.10297942
##  [4873] 0.53448980 0.51150744 0.53448980 0.13501667 0.20964884 0.11128791
##  [4879] 0.96387822 0.83903629 0.92306698 0.15671571 0.20039898 0.18950644
##  [4885] 0.56833857 0.79654622 0.77120819 0.64445247 0.70136706 0.77663565
##  [4891] 0.85788439 0.77663565 0.95605628 0.20039898 0.17046477 0.15867050
##  [4897] 0.87479179 0.88457275 0.77663565 0.74118016 0.77120819 0.83903629
##  [4903] 0.84862239 0.88457275 0.88457275 0.77209098 0.75084318 0.85788439
##  [4909] 0.77928136 0.70136706 0.83903629 0.65091609 0.68244055 0.72401046
##  [4915] 0.98909844 1.03291644 0.77663565 0.68244055 0.59934455 0.56833857
##  [4921] 0.62496617 0.59116070 0.74118016 0.90988478 0.90988478 0.92134590
##  [4927] 0.24890245 0.27119499 0.26169523 0.90988478 1.06210023 1.03291644
##  [4933] 0.43145383 0.34658804 0.40454828 0.10914490 0.19969759 0.10914490
##  [4939] 0.90988478 0.88457275 0.81277943 0.48064802 0.38220197 0.47194655
##  [4945] 1.01418144 0.99479824 1.08550074 0.77928136 0.82870071 0.72401046
##  [4951] 1.09980348 1.17146043 1.12231438 0.70136706 0.75084318 0.57988292
##  [4957] 0.69865825 0.70136706 0.63104869 1.12659923 1.15480103 1.12231438
##  [4963] 1.12659923 1.16049067 1.09300530 0.85637910 0.87479179 0.77209098
##  [4969] 0.79654622 0.90988478 0.83903629 0.53448980 0.48151649 0.33019072
##  [4975] 1.05345102 1.01418144 1.01418144 0.99479824 1.01418144 1.04658869
##  [4981] 1.08550074 1.04515836 1.08550074 1.06210023 1.04658869 0.96387822
##  [4987] 0.96387822 0.95235886 1.00667706 0.90988478 0.77209098 0.90988478
##  [4993] 1.23909512 1.26830344 1.26830344 0.66939637 0.70136706 0.56833857
##  [4999] 0.15867050 0.12696077 0.17046477 1.08550074 1.00667706 1.01418144
##  [5005] 0.20964884 0.20964884 0.22093047 0.77928136 0.95605628 0.87479179
##  [5011] 0.69865825 0.87479179 0.92306698 1.01418144 0.92134590 1.01418144
##  [5017] 0.20964884 0.18950644 0.22680499 0.96387822 0.96387822 0.85637910
##  [5023] 0.82770131 0.82770131 0.87479179 0.90988478 0.90988478 0.89772978
##  [5029] 0.98314878 0.98314878 1.04515836 0.88457275 0.90988478 0.92306698
##  [5035] 0.85637910 0.81277943 0.82770131 1.03718310 1.08550074 0.77928136
##  [5041] 0.69865825 0.75084318 0.72401046 0.81277943 0.77120819 0.81693626
##  [5047] 1.01418144 1.08550074 1.08550074 0.29806229 0.33019072 0.31218658
##  [5053] 1.04658869 1.12231438 1.03718310 0.53448980 0.47194655 0.53448980
##  [5059] 0.10914490 0.12584049 0.90988478 0.90988478 0.81277943 0.48151649
##  [5065] 0.38220197 0.38220197 0.96387822 1.01418144 1.10297942 0.77928136
##  [5071] 0.86127969 0.74118016 1.10297942 1.20104053 1.12659923 0.79654622
##  [5077] 0.85637910 0.62496617 0.72401046 0.63104869 0.77120819 1.09300530
##  [5083] 1.09980348 1.10297942 1.12231438 1.05345102 1.04658869 0.90988478
##  [5089] 0.96387822 0.81277943 0.83903629 0.88759504 0.90988478 0.53448980
##  [5095] 0.48151649 0.45100329 1.06210023 0.99479824 1.01418144 0.92306698
##  [5101] 1.10297942 1.08550074 1.06210023 1.03291644 1.03291644 1.03718310
##  [5107] 1.01418144 0.92306698 1.04658869 0.92306698 1.01418144 0.96076556
##  [5113] 0.79654622 0.88457275 1.26830344 1.27337432 1.26830344 0.77928136
##  [5119] 0.74118016 0.62496617 0.17046477 0.12950516 0.20039898 1.10297942
##  [5125] 1.01418144 0.98314878 0.11128791 0.23568040 0.19969759 0.77928136
##  [5131] 0.88457275 0.84066177 0.68244055 0.82770131 0.88457275 1.03718310
##  [5137] 0.98314878 1.04658869 0.22680499 0.18449090 0.20964884 0.96387822
##  [5143] 0.99479824 0.90988478 0.77928136 0.82870071 0.88457275 0.90988478
##  [5149] 0.88457275 0.88759504 0.85637910 0.95605628 0.96387822 0.96387822
##  [5155] 0.87479179 0.85637910 0.83903629 0.83903629 0.87479179 1.03718310
##  [5161] 1.08550074 0.74118016 0.70136706 0.74118016 0.74118016 0.79041092
##  [5167] 0.62301482 0.82770131 1.01232658 1.04658869 1.03291644 0.33019072
##  [5173] 0.33019072 0.34203675 1.03291644 1.16049067 1.08550074 0.59934455
##  [5179] 0.48064802 0.48151649 0.17046477 0.64445247 0.59934455 0.63104869
##  [5185] 0.29700507 0.22680499 0.25561237 0.77928136 0.83903629 0.86127969
##  [5191] 0.59116070 0.57988292 0.51444410 0.87479179 0.92306698 0.90988478
##  [5197] 0.68244055 0.64445247 0.62496617 0.48151649 0.47194655 0.40454828
##  [5203] 0.96387822 0.96076556 0.96076556 0.98314878 0.87786558 0.87479179
##  [5209] 0.62496617 0.70136706 0.56849568 0.72401046 0.74118016 0.72401046
##  [5215] 0.31218658 0.39365310 0.43145383 0.90988478 0.82770131 0.84862239
##  [5221] 0.81277943 0.77928136 0.82870071 0.83903629 0.83903629 0.87479179
##  [5227] 0.82770131 0.83903629 0.77209098 0.77928136 0.75084318 0.83903629
##  [5233] 0.65091609 0.56849568 0.66939637 1.03291644 1.04515836 0.98314878
##  [5239] 0.56849568 0.62496617 0.59934455 0.17085241 0.18950644 0.17046477
##  [5245] 0.88759504 0.82870071 0.82870071 0.18449090 0.20964884 0.12584049
##  [5251] 0.56849568 0.68244055 0.64445247 0.62496617 0.77120819 0.75084318
##  [5257] 0.77928136 0.74118016 0.82770131 0.20964884 0.20964884 0.19969759
##  [5263] 0.70136706 0.75084318 0.75084318 0.56849568 0.59934455 0.68244055
##  [5269] 0.79654622 0.82870071 0.83903629 0.70136706 0.68244055 0.77928136
##  [5275] 0.62496617 0.59934455 0.66939637 0.68244055 0.74118016 0.77209098
##  [5281] 0.88759504 0.90988478 0.62301482 0.64445247 0.62496617 0.56849568
##  [5287] 0.53448980 0.50073934 0.59116070 0.81277943 0.84862239 0.84862239
##  [5293] 0.20039898 0.17046477 0.15867050 0.86127969 0.96076556 0.87479179
##  [5299] 0.36120259 0.29700507 0.31218658 0.87479179 0.84862239 0.77120819
##  [5305] 0.53448980 0.34658804 0.43145383 1.04515836 0.96387822 1.08550074
##  [5311] 0.87479179 0.87479179 0.74118016 1.11478728 1.15480103 1.13667692
##  [5317] 0.73634814 0.68244055 0.56849568 0.70136706 0.62301482 0.64445247
##  [5323] 1.16049067 1.12231438 1.10297942 1.16049067 1.16049067 1.11478728
##  [5329] 0.87479179 0.92134590 0.82870071 0.86127969 0.86127969 0.85637910
##  [5335] 0.53448980 0.49856220 0.48151649 1.03718310 1.01418144 0.99479824
##  [5341] 0.96076556 0.98314878 1.03718310 1.04658869 1.03291644 1.06210023
##  [5347] 1.04515836 1.04658869 0.95605628 1.03291644 1.01418144 1.04515836
##  [5353] 0.87479179 0.82770131 0.90988478 1.26830344 1.26830344 1.21289463
##  [5359] 0.64445247 0.72401046 0.68244055 0.20964884 0.20039898 0.19969759
##  [5365] 1.09300530 1.01418144 1.03291644 0.20039898 0.20039898 0.22680499
##  [5371] 0.68244055 0.92306698 0.87786558 0.66939637 0.87479179 0.85788439
##  [5377] 1.01418144 0.88759504 1.03291644 0.17085241 0.20039898 0.20039898
##  [5383] 0.92134590 0.90988478 0.81277943 0.81277943 0.83903629 0.90213497
##  [5389] 0.85637910 0.87479179 0.82870071 0.90988478 0.98314878 1.00667706
##  [5395] 0.88759504 0.83903629 0.88457275 0.82870071 0.81277943 0.85788439
##  [5401] 1.03291644 1.09300530 0.74118016 0.68244055 0.68244055 0.66939637
##  [5407] 0.75084318 0.72401046 0.79041092 0.98909844 1.01418144 0.98909844
##  [5413] 0.38220197 0.33019072 0.39365310 1.10297942 1.16049067 1.15785606
##  [5419] 0.56709073 0.45544816 0.51150744 0.09642682 0.10914490 0.29806229
##  [5425] 0.27996178 0.25561237 0.29700507 0.33019072 0.36120259 0.31218658
##  [5431] 0.29806229 0.29806229 0.27996178 0.33019072 0.33019072 0.85637910
##  [5437] 0.88457275 0.84862239 0.24890245 0.33019072 0.33019072 0.38220197
##  [5443] 0.38530044 0.41483838 0.62496617 0.66939637 0.33019072 0.29806229
##  [5449] 0.33019072 0.36120259 0.54648707 0.54648707 0.59934455 0.39365310
##  [5455] 0.40809593 0.51444410 0.23568040 0.23568040 0.22093047 0.15867050
##  [5461] 0.20039898 0.17085241 0.62496617 0.59934455 0.53448980 0.48064802
##  [5467] 0.48151649 0.50513952 0.33019072 0.38530044 0.34203675 0.35799381
##  [5473] 0.33019072 0.38530044 0.29806229 0.31218658 0.29806229 0.62496617
##  [5479] 0.74118016 0.70136706 0.83903629 0.77120819 0.77928136 0.34203675
##  [5485] 0.38220197 0.33019072 0.70136706 0.74118016 0.72401046 0.53448980
##  [5491] 0.53448980 0.64445247 0.76510283 0.77928136 0.74118016 0.18449090
##  [5497] 0.13501667 0.15671571 0.79041092 0.77928136 0.87479179 0.22093047
##  [5503] 0.23970998 0.29806229 0.29806229 0.34658804 0.31218658 0.77928136
##  [5509] 0.81277943 0.72401046 0.48064802 0.53434526 0.47194655 0.12950516
##  [5515] 0.12696077 0.15671571 0.57988292 0.66939637 0.59486490 0.29806229
##  [5521] 0.29806229 0.29806229 0.43628136 0.33019072 0.31218658 0.38220197
##  [5527] 0.54648707 0.43628136 0.17085241 0.15867050 0.15867050 0.51150744
##  [5533] 0.29806229 0.33019072 0.31218658 0.31218658 0.34203675 0.43145383
##  [5539] 0.41483838 0.45100329 0.09642682 0.30418508 0.33019072 0.27996178
##  [5545] 0.35799381 0.40809593 0.45100329 0.33019072 0.34658804 0.30418508
##  [5551] 0.31218658 0.35799381 0.40454828 0.87479179 0.92195823 0.92306698
##  [5557] 0.22680499 0.34203675 0.31318128 0.36120259 0.38530044 0.38220197
##  [5563] 0.62496617 0.68244055 0.39365310 0.31218658 0.33019072 0.33019072
##  [5569] 0.59934455 0.59934455 0.66939637 0.45544816 0.50513952 0.56849568
##  [5575] 0.29806229 0.25561237 0.28095527 0.15671571 0.17046477 0.17085241
##  [5581] 0.68244055 0.66939637 0.64445247 0.57988292 0.64445247 0.59934455
##  [5587] 0.34203675 0.34203675 0.36120259 0.30418508 0.29806229 0.36120259
##  [5593] 0.34203675 0.39365310 0.34203675 0.70136706 0.77928136 0.75084318
##  [5599] 0.84862239 0.82870071 0.76510283 0.40454828 0.48064802 0.39365310
##  [5605] 0.70136706 0.72401046 0.66939637 0.70136706 0.62496617 0.64445247
##  [5611] 0.79654622 0.88759504 0.72401046 0.15671571 0.12584049 0.17085241
##  [5617] 0.77928136 0.84862239 0.85637910 0.22680499 0.22680499 0.23568040
##  [5623] 0.29806229 0.31218658 0.36120259 0.82770131 0.83903629 0.83903629
##  [5629] 0.62496617 0.64445247 0.62496617 0.17046477 0.12584049 0.12584049
##  [5635] 0.56849568 0.70136706 0.68244055 0.27119499 0.25561237 0.25561237
##  [5641] 0.40809593 0.29806229 0.29806229 0.50513952 0.59934455 0.43145383
##  [5647] 0.15867050 0.17046477 0.17046477 0.48064802 0.34082063 0.36120259
##  [5653] 0.30418508 0.33019072 0.38220197 0.43628136 0.47194655 0.50073934
##  [5659] 0.33019072 0.34203675 0.29806229 0.36120259 0.45100329 0.48151649
##  [5665] 0.34658804 0.31218658 0.31318128 0.31218658 0.34658804 0.50513952
##  [5671] 0.87479179 0.92134590 0.82870071 0.28095527 0.31218658 0.33019072
##  [5677] 0.39365310 0.53448980 0.47194655 0.70136706 0.59486490 0.43145383
##  [5683] 0.45100329 0.38530044 0.36120259 0.62496617 0.56849568 0.62301482
##  [5689] 0.48151649 0.48151649 0.59116070 0.31218658 0.26169523 0.27996178
##  [5695] 0.15671571 0.23568040 0.20964884 0.70136706 0.68244055 0.66939637
##  [5701] 0.68244055 0.64445247 0.59934455 0.39365310 0.45100329 0.47194655
##  [5707] 0.29806229 0.33019072 0.38220197 0.45100329 0.45544816 0.45544816
##  [5713] 0.66939637 0.77928136 0.74118016 0.81277943 0.77663565 0.62496617
##  [5719] 0.50073934 0.45544816 0.53448980 0.62496617 0.68244055 0.68244055
##  [5725] 0.54648707 0.56849568 0.66939637 0.72401046 0.79041092 0.72401046
##  [5731] 0.17085241 0.12950516 0.19969759 0.66939637 0.75084318 0.75084318
##  [5737] 0.23970998 0.27119499 0.27119499 0.36120259 0.36120259 0.40809593
##  [5743] 0.82870071 0.83903629 0.81277943 0.56849568 0.62301482 0.59934455
##  [5749] 0.20039898 0.15867050 0.18449090 0.59934455 0.66939637 0.56849568
##  [5755] 0.34082063 0.29806229 0.29806229 0.33019072 0.25561237 0.27119499
##  [5761] 0.45100329 0.53448980 0.39365310 0.22093047 0.20039898 0.22680499
##  [5767] 0.38530044 0.33019072 0.33019072 0.33019072 0.43145383 0.43628136
##  [5773] 0.45544816 0.48151649 0.48151649 0.06227361 0.03629016 0.28095527
##  [5779] 0.33019072 0.35799381 0.25561237 0.23970998 0.23970998 0.33019072
##  [5785] 0.35799381 0.51150744 0.68244055 0.72401046 0.64445247 0.20039898
##  [5791] 0.27119499 0.29700507 0.51444410 0.48151649 0.47194655 0.70136706
##  [5797] 0.83903629 0.53448980 0.34203675 0.34203675 0.31218658 0.41483838
##  [5803] 0.39365310 0.47194655 0.12950516 0.23970998 0.23568040 0.35799381
##  [5809] 0.34658804 0.38220197 0.33019072 0.38220197 0.39365310 0.59116070
##  [5815] 0.62301482 0.62496617 0.45100329 0.45544816 0.35799381 0.29700507
##  [5821] 0.33019072 0.35799381 0.25561237 0.23568040 0.31218658 0.40454828
##  [5827] 0.39365310 0.43628136 0.53448980 0.43145383 0.48151649 0.43145383
##  [5833] 0.43145383 0.45544816 0.38220197 0.34658804 0.38530044 0.39365310
##  [5839] 0.38530044 0.36120259 0.39365310 0.43145383 0.59934455 0.56849568
##  [5845] 0.64445247 0.62496617 0.31218658 0.30418508 0.33019072 0.51444410
##  [5851] 0.56849568 0.50073934 0.36120259 0.39365310 0.40454828 0.13501667
##  [5857] 0.13501667 0.19969759 0.72401046 0.74118016 0.70136706 0.48151649
##  [5863] 0.43628136 0.45100329 0.27119499 0.28095527 0.23970998 0.47194655
##  [5869] 0.54648707 0.50073934 0.39365310 0.38220197 0.45544816 0.66939637
##  [5875] 0.59486490 0.59934455 0.34203675 0.47194655 0.34658804 0.31218658
##  [5881] 0.34658804 0.40454828 0.15671571 0.12584049 0.12584049 0.39365310
##  [5887] 0.43145383 0.45544816 0.13501667 0.20039898 0.15867050 0.03629016
##  [5893] 0.29806229 0.29233985 0.33019072 0.22093047 0.20964884 0.20964884
##  [5899] 0.33019072 0.39365310 0.51150744 0.62301482 0.62301482 0.48064802
##  [5905] 0.12696077 0.29806229 0.17085241 0.51444410 0.51150744 0.45544816
##  [5911] 0.76510283 0.77663565 0.48151649 0.29700507 0.27996178 0.25561237
##  [5917] 0.36120259 0.36120259 0.45544816 0.17046477 0.20039898 0.22093047
##  [5923] 0.39365310 0.34203675 0.40809593 0.29806229 0.38220197 0.30418508
##  [5929] 0.51999718 0.51444410 0.61390395 0.43628136 0.45100329 0.38530044
##  [5935] 0.29806229 0.33019072 0.29700507 0.27119499 0.20964884 0.29700507
##  [5941] 0.48151649 0.51150744 0.40454828 0.45100329 0.43145383 0.38530044
##  [5947] 0.33019072 0.36120259 0.34658804 0.31218658 0.28095527 0.33019072
##  [5953] 0.29700507 0.29806229 0.29806229 0.36120259 0.43145383 0.38220197
##  [5959] 0.48151649 0.59486490 0.54648707 0.31218658 0.31218658 0.34203675
##  [5965] 0.38530044 0.40454828 0.47194655 0.40454828 0.38220197 0.43628136
##  [5971] 0.17085241 0.15867050 0.15671571 0.64445247 0.66939637 0.59934455
##  [5977] 0.35799381 0.34203675 0.38530044 0.27119499 0.29233985 0.22093047
##  [5983] 0.41483838 0.51150744 0.43145383 0.45100329 0.43145383 0.47194655
##  [5989] 0.64445247 0.51444410 0.56833857 0.29233985 0.38220197 0.29233985
##  [5995] 0.31218658 0.38220197 0.38220197 0.10914490 0.08942012 0.09642682
##  [6001] 0.45100329 0.40454828 0.47194655 0.17046477 0.17046477 0.17085241
##  [6007] 0.34203675 0.31218658 0.34203675 0.23970998 0.24890245 0.25561237
##  [6013] 0.38220197 0.38220197 0.45544816 0.66939637 0.72401046 0.66939637
##  [6019] 0.13501667 0.20039898 0.17085241 0.48151649 0.45100329 0.41483838
##  [6025] 0.64445247 0.68244055 0.43145383 0.33019072 0.27119499 0.28095527
##  [6031] 0.45544816 0.43145383 0.47194655 0.17046477 0.23970998 0.24890245
##  [6037] 0.39365310 0.33019072 0.29806229 0.27119499 0.29700507 0.29806229
##  [6043] 0.56849568 0.57988292 0.53448980 0.43628136 0.45544816 0.33019072
##  [6049] 0.30418508 0.33019072 0.29700507 0.25561237 0.22680499 0.25561237
##  [6055] 0.48151649 0.43145383 0.45100329 0.59486490 0.47194655 0.56833857
##  [6061] 0.45100329 0.33019072 0.30418508 0.33019072 0.31218658 0.35799381
##  [6067] 0.31218658 0.31218658 0.29700507 0.40809593 0.38220197 0.45100329
##  [6073] 0.63104869 0.62496617 0.62496617 0.30418508 0.26169523 0.29806229
##  [6079] 0.40809593 0.48151649 0.50513952 0.33019072 0.39365310 0.36120259
##  [6085] 0.12584049 0.13501667 0.18449090 0.70136706 0.70136706 0.59486490
##  [6091] 0.36120259 0.38220197 0.43145383 0.24890245 0.23568040 0.22093047
##  [6097] 0.48151649 0.59934455 0.43628136 0.38220197 0.41483838 0.40809593
##  [6103] 0.66939637 0.56849568 0.56849568 0.30418508 0.45544816 0.34203675
##  [6109] 0.29806229 0.31318128 0.38220197 0.10914490 0.09642682 0.09642682
##  [6115] 0.38530044 0.45100329 0.41483838 0.12696077 0.17046477 0.12584049
##  [6121] 0.05246739 0.06020686 0.11128791 0.13501667 0.15671571 0.25561237
##  [6127] 0.29806229 0.33019072 0.89772978 0.82770131 0.82770131 0.12584049
##  [6133] 0.25561237 0.27996178 0.23970998 0.20964884 0.27119499 0.59486490
##  [6139] 0.53448980 0.28095527 0.10914490 0.06227361 0.08942012 0.39365310
##  [6145] 0.41483838 0.48151649 0.48064802 0.56849568 0.62496617 0.22680499
##  [6151] 0.20964884 0.20964884 0.20964884 0.33019072 0.29806229 0.59486490
##  [6157] 0.53448980 0.50513952 0.34203675 0.33019072 0.36120259 0.20039898
##  [6163] 0.17085241 0.17085241 0.22093047 0.17046477 0.20964884 0.29806229
##  [6169] 0.25561237 0.31218658 0.56833857 0.62301482 0.49856220 0.90988478
##  [6175] 0.96387822 0.95605628 0.06227361 0.06020686 0.06227361 0.87479179
##  [6181] 0.81567232 0.88457275 0.54648707 0.50073934 0.47194655 0.77928136
##  [6187] 0.75084318 0.74118016 0.31318128 0.35799381 0.29233985 0.96076556
##  [6193] 0.92306698 1.01418144 0.36120259 0.40454828 0.45544816 0.17085241
##  [6199] 0.20039898 0.20039898 0.84862239 0.83810116 0.74118016 0.39365310
##  [6205] 0.45100329 0.36120259 0.23568040 0.23970998 0.20039898 0.45544816
##  [6211] 0.59486490 0.45544816 0.38220197 0.41483838 0.45100329 0.75084318
##  [6217] 0.59934455 0.70136706 0.31318128 0.35799381 0.29806229 0.38220197
##  [6223] 0.33019072 0.35799381 0.45100329 0.39365310 0.38220197 0.19969759
##  [6229] 0.19969759 0.29700507 0.53448980 0.59934455 0.59116070 0.05246739
##  [6235] 0.17085241 0.15867050 0.22093047 0.27119499 0.27996178 0.28095527
##  [6241] 0.85788439 0.81277943 0.81277943 0.17046477 0.29806229 0.22093047
##  [6247] 0.23568040 0.20964884 0.27119499 0.62301482 0.62496617 0.29233985
##  [6253] 0.08942012 0.06227361 0.10914490 0.43145383 0.43628136 0.45544816
##  [6259] 0.53448980 0.53448980 0.62496617 0.23568040 0.20964884 0.23568040
##  [6265] 0.22093047 0.29806229 0.29806229 0.56849568 0.56833857 0.53448980
##  [6271] 0.39365310 0.36120259 0.35799381 0.20039898 0.17046477 0.19969759
##  [6277] 0.20039898 0.19969759 0.20039898 0.28095527 0.29233985 0.25561237
##  [6283] 0.62496617 0.54648707 0.53448980 0.96387822 0.98314878 0.92134590
##  [6289] 0.06227361 0.09642682 0.06227361 0.77928136 0.82770131 0.77928136
##  [6295] 0.53448980 0.45544816 0.45100329 0.72401046 0.69865825 0.66939637
##  [6301] 0.33019072 0.31218658 0.29806229 0.90988478 0.92134590 0.92134590
##  [6307] 0.38220197 0.38220197 0.49856220 0.20039898 0.22093047 0.23568040
##  [6313] 0.77928136 0.76510283 0.74118016 0.38530044 0.39365310 0.34082063
##  [6319] 0.20964884 0.28095527 0.23970998 0.47194655 0.64445247 0.45544816
##  [6325] 0.38220197 0.34203675 0.45100329 0.66939637 0.59934455 0.62496617
##  [6331] 0.33019072 0.40809593 0.31218658 0.33019072 0.33019072 0.38530044
##  [6337] 0.48151649 0.35799381 0.39365310 0.20964884 0.20964884 0.17085241
##  [6343] 0.51999718 0.66939637 0.51150744 0.15867050 0.20039898 0.22680499
##  [6349] 0.29233985 0.29806229 0.31318128 0.82870071 0.81277943 0.90947248
##  [6355] 0.20039898 0.33019072 0.29806229 0.33019072 0.29806229 0.25561237
##  [6361] 0.66939637 0.66939637 0.33019072 0.09642682 0.09642682 0.10914490
##  [6367] 0.47194655 0.47194655 0.48151649 0.62301482 0.63104869 0.70136706
##  [6373] 0.29233985 0.23970998 0.27996178 0.27996178 0.31218658 0.35799381
##  [6379] 0.62496617 0.50513952 0.56849568 0.38220197 0.38220197 0.40454828
##  [6385] 0.24890245 0.20964884 0.22093047 0.23970998 0.20964884 0.23970998
##  [6391] 0.35799381 0.35799381 0.31218658 0.59486490 0.62496617 0.56849568
##  [6397] 1.03718310 1.03718310 1.01418144 0.09642682 0.06227361 0.08942012
##  [6403] 0.90988478 0.88457275 0.90988478 0.50073934 0.43145383 0.48151649
##  [6409] 0.82770131 0.75084318 0.70136706 0.34203675 0.33019072 0.33019072
##  [6415] 0.98314878 1.01418144 0.99479824 0.39365310 0.49856220 0.50861285
##  [6421] 0.22093047 0.25561237 0.25561237 0.77928136 0.81277943 0.75084318
##  [6427] 0.43145383 0.36120259 0.36120259 0.26169523 0.27119499 0.23568040
##  [6433] 0.53448980 0.66939637 0.48064802 0.43145383 0.40454828 0.51999718
##  [6439] 0.77663565 0.65091609 0.64445247 0.33019072 0.43145383 0.35799381
##  [6445] 0.36120259 0.34658804 0.38220197 0.51150744 0.48064802 0.41483838
##  [6451] 0.29233985 0.27119499 0.28095527 0.56849568 0.70136706 0.62496617
##  [6457] 0.03629016 0.03629016 0.34203675 0.36120259 0.40454828 0.59934455
##  [6463] 0.56849568 0.50513952 0.23970998 0.23970998 0.22093047 0.48151649
##  [6469] 0.53448980 0.48064802 0.59486490 0.66939637 0.45100329 0.15867050
##  [6475] 0.15671571 0.13501667 0.29806229 0.29233985 0.33019072 0.36120259
##  [6481] 0.43628136 0.45544816 0.34082063 0.33019072 0.33019072 0.33019072
##  [6487] 0.31218658 0.33019072 0.38220197 0.33019072 0.35799381 0.29700507
##  [6493] 0.22680499 0.27119499 0.40454828 0.36120259 0.33019072 0.31218658
##  [6499] 0.20964884 0.33019072 0.48151649 0.45544816 0.43145383 0.31218658
##  [6505] 0.29806229 0.33019072 0.70136706 0.70136706 0.66939637 0.19969759
##  [6511] 0.19969759 0.22680499 0.62496617 0.51444410 0.59116070 0.29806229
##  [6517] 0.27119499 0.23568040 0.56849568 0.48064802 0.51150744 0.33019072
##  [6523] 0.27996178 0.38220197 0.66939637 0.70136706 0.70136706 0.31218658
##  [6529] 0.40454828 0.38220197 0.30418508 0.23970998 0.33019072 0.51444410
##  [6535] 0.53434526 0.51999718 0.20964884 0.24890245 0.27996178 0.25561237
##  [6541] 0.25561237 0.29233985 0.33019072 0.36120259 0.29700507 0.49856220
##  [6547] 0.45100329 0.45100329 0.56849568 0.45544816 0.48151649 0.17046477
##  [6553] 0.20039898 0.20964884 0.31218658 0.38220197 0.45100329 0.31218658
##  [6559] 0.23970998 0.27119499 0.36120259 0.47194655 0.39365310 0.48151649
##  [6565] 0.40809593 0.39365310 0.03629016 0.31318128 0.36120259 0.39365310
##  [6571] 0.53448980 0.56849568 0.45544816 0.22680499 0.30418508 0.27996178
##  [6577] 0.39365310 0.41483838 0.49856220 0.59486490 0.56849568 0.39365310
##  [6583] 0.19969759 0.12696077 0.12584049 0.29700507 0.23568040 0.29233985
##  [6589] 0.36120259 0.45100329 0.48151649 0.33019072 0.31218658 0.39365310
##  [6595] 0.34082063 0.33019072 0.36120259 0.34203675 0.30418508 0.34203675
##  [6601] 0.25561237 0.20964884 0.20964884 0.33019072 0.35799381 0.33019072
##  [6607] 0.29700507 0.22680499 0.34203675 0.51444410 0.53448980 0.45100329
##  [6613] 0.29806229 0.29806229 0.29233985 0.72401046 0.72401046 0.72401046
##  [6619] 0.17085241 0.17085241 0.19969759 0.56849568 0.53448980 0.59116070
##  [6625] 0.25561237 0.22680499 0.23568040 0.50513952 0.43145383 0.40454828
##  [6631] 0.33019072 0.34203675 0.36120259 0.66939637 0.72401046 0.68244055
##  [6637] 0.29700507 0.45100329 0.38220197 0.26169523 0.25561237 0.31218658
##  [6643] 0.48151649 0.48151649 0.47194655 0.20039898 0.20039898 0.20039898
##  [6649] 0.29806229 0.27119499 0.29700507 0.27119499 0.30418508 0.22093047
##  [6655] 0.48151649 0.53434526 0.45100329 0.59116070 0.48151649 0.48151649
##  [6661] 0.17046477 0.20964884 0.17046477 0.38220197 0.43628136 0.40809593
##  [6667] 0.29806229 0.22093047 0.23568040 0.36120259 0.43145383 0.39365310
##  [6673] 0.45544816 0.47194655 0.51150744 0.33019072 0.45544816 0.45544816
##  [6679] 0.62496617 0.64445247 0.56849568 0.24890245 0.23970998 0.20964884
##  [6685] 0.51444410 0.51999718 0.51444410 0.51444410 0.50513952 0.36120259
##  [6691] 0.13501667 0.17085241 0.12584049 0.27119499 0.25561237 0.31318128
##  [6697] 0.34658804 0.45544816 0.51444410 0.30418508 0.31218658 0.36120259
##  [6703] 0.33019072 0.36120259 0.30418508 0.45544816 0.39365310 0.43145383
##  [6709] 0.31218658 0.29700507 0.29806229 0.30418508 0.29806229 0.34203675
##  [6715] 0.27119499 0.29700507 0.34082063 0.53448980 0.51231927 0.48151649
##  [6721] 0.34658804 0.29806229 0.31218658 0.64445247 0.75084318 0.66939637
##  [6727] 0.25561237 0.20964884 0.20964884 0.53448980 0.51444410 0.56849568
##  [6733] 0.29233985 0.30418508 0.23970998 0.50513952 0.54648707 0.56849568
##  [6739] 0.34658804 0.33019072 0.33019072 0.59116070 0.62496617 0.62496617
##  [6745] 0.33019072 0.38220197 0.39365310 0.29233985 0.30418508 0.34203675
##  [6751] 0.62496617 0.62496617 0.56849568 0.23568040 0.23568040 0.29700507
##  [6757] 0.23568040 0.25561237 0.27996178 0.31218658 0.34203675 0.29700507
##  [6763] 0.47194655 0.48151649 0.33019072 0.53448980 0.38220197 0.51150744
##  [6769] 0.17046477 0.18449090 0.12696077 0.39365310 0.41483838 0.45100329
##  [6775] 0.29700507 0.23568040 0.29806229 0.38220197 0.45100329 0.45100329
##  [6781] 0.48064802 0.51444410 0.47194655 0.06020686 0.06020686 0.99479824
##  [6787] 1.01418144 0.90988478 0.20964884 0.31218658 0.22093047 0.15671571
##  [6793] 0.19969759 0.20964884 0.38220197 0.36120259 0.15867050 0.24890245
##  [6799] 0.27996178 0.27119499 0.74201273 0.70136706 0.77209098 0.53448980
##  [6805] 0.62496617 0.69865825 0.15867050 0.17046477 0.20964884 0.28095527
##  [6811] 0.31218658 0.28095527 0.83810116 0.83903629 0.82870071 0.76510283
##  [6817] 0.70136706 0.77209098 0.20039898 0.18449090 0.20964884 0.22093047
##  [6823] 0.27119499 0.27119499 0.10914490 0.10914490 0.09642682 0.77663565
##  [6829] 0.82770131 0.83903629 1.04658869 1.01418144 0.99479824 0.35799381
##  [6835] 0.29233985 0.33019072 0.89772978 0.92134590 0.90988478 0.70136706
##  [6841] 0.77209098 0.77120819 0.84862239 0.96076556 0.83903629 0.39365310
##  [6847] 0.33019072 0.38220197 0.98909844 1.01418144 1.00667706 0.15867050
##  [6853] 0.19969759 0.20039898 0.35799381 0.31218658 0.33019072 0.90988478
##  [6859] 0.92306698 0.87479179 0.72401046 0.77663565 0.66939637 0.23568040
##  [6865] 0.29806229 0.25561237 0.72401046 0.92306698 0.79041092 0.12696077
##  [6871] 0.15671571 0.15671571 0.51150744 0.41483838 0.51150744 0.56849568
##  [6877] 0.62496617 0.64445247 0.34658804 0.36120259 0.38220197 0.53448980
##  [6883] 0.39365310 0.45544816 0.10914490 0.15671571 0.12584049 0.62301482
##  [6889] 0.62496617 0.64445247 0.06227361 1.01418144 1.04658869 0.99479824
##  [6895] 0.28095527 0.34658804 0.31218658 0.25561237 0.25561237 0.23970998
##  [6901] 0.53448980 0.59486490 0.23568040 0.29700507 0.30418508 0.27119499
##  [6907] 0.82870071 0.70136706 0.83903629 0.59934455 0.70136706 0.66939637
##  [6913] 0.22093047 0.19969759 0.27119499 0.29700507 0.30418508 0.31218658
##  [6919] 0.84862239 0.88457275 0.83903629 0.82770131 0.74118016 0.74118016
##  [6925] 0.23970998 0.20964884 0.20964884 0.23568040 0.27119499 0.29806229
##  [6931] 0.11128791 0.10914490 0.12584049 0.87479179 0.92134590 0.87479179
##  [6937] 1.10297942 1.09300530 1.03718310 0.33019072 0.33019072 0.29806229
##  [6943] 1.03291644 1.03291644 1.03718310 0.85637910 0.82870071 0.83903629
##  [6949] 0.98909844 0.98314878 0.86127969 0.33019072 0.31218658 0.35799381
##  [6955] 1.05345102 1.15480103 1.16049067 0.20964884 0.27996178 0.27119499
##  [6961] 0.34203675 0.34082063 0.38220197 0.98314878 1.01418144 0.96076556
##  [6967] 0.70136706 0.83903629 0.72401046 0.29806229 0.33019072 0.29233985
##  [6973] 0.81693626 0.96076556 0.87479179 0.15867050 0.15867050 0.23970998
##  [6979] 0.64445247 0.62301482 0.54648707 0.59934455 0.70136706 0.62496617
##  [6985] 0.38530044 0.39365310 0.43628136 0.57988292 0.45100329 0.48151649
##  [6991] 0.17085241 0.15867050 0.19969759 0.67515845 0.68244055 0.64445247
##  [6997] 1.01418144 1.04515836 0.99479824 0.27996178 0.33019072 0.25561237
##  [7003] 0.27119499 0.23970998 0.27119499 0.66939637 0.59934455 0.23970998
##  [7009] 0.34203675 0.31318128 0.33019072 0.83903629 0.74118016 0.85637910
##  [7015] 0.62496617 0.67515845 0.70136706 0.29233985 0.20964884 0.27119499
##  [7021] 0.31218658 0.33019072 0.34082063 0.82870071 0.88457275 0.85637910
##  [7027] 0.75084318 0.72401046 0.77209098 0.25561237 0.24890245 0.22093047
##  [7033] 0.29700507 0.31318128 0.33019072 0.09642682 0.12584049 0.09642682
##  [7039] 0.86127969 0.85637910 0.83903629 1.08550074 1.11478728 1.08550074
##  [7045] 0.33019072 0.31218658 0.33019072 1.01418144 1.03291644 1.03718310
##  [7051] 0.83903629 0.87479179 0.83903629 0.90988478 0.95605628 0.83903629
##  [7057] 0.39365310 0.36120259 0.40454828 1.09300530 1.09300530 1.12659923
##  [7063] 0.19969759 0.24890245 0.29806229 0.40454828 0.33019072 0.36120259
##  [7069] 0.90947248 0.96076556 0.90988478 0.74201273 0.76510283 0.66939637
##  [7075] 0.30418508 0.39365310 0.31218658 0.77120819 0.98909844 0.83903629
##  [7081] 0.17085241 0.17046477 0.29806229 0.64445247 0.64445247 0.62301482
##  [7087] 0.62496617 0.72401046 0.64445247 0.39365310 0.34658804 0.40454828
##  [7093] 0.62496617 0.48151649 0.56833857 0.20039898 0.19969759 0.22093047
##  [7099] 0.68244055 0.70136706 0.70136706 0.09642682 0.09642682 0.95605628
##  [7105] 0.98314878 1.03291644 1.27337432 1.21289463 1.20104053 1.42014724
##  [7111] 1.32823898 1.22540333 0.84862239 0.83903629 0.77928136 0.31218658
##  [7117] 0.33019072 0.27996178 0.49856220 0.35799381 0.48151649 1.09300530
##  [7123] 1.03718310 1.04658869 0.90988478 0.99479824 0.95605628 0.33019072
##  [7129] 0.39365310 0.33019072 0.45544816 0.39365310 0.30418508 1.17146043
##  [7135] 1.11478728 1.08550074 1.03291644 0.90988478 1.04658869 1.03291644
##  [7141] 1.03718310 1.08550074 0.20039898 0.20039898 0.15867050 0.53448980
##  [7147] 0.56833857 0.56849568 0.83903629 0.77928136 0.79041092 0.92134590
##  [7153] 0.77928136 0.82770131 0.29806229 0.27996178 0.29806229 0.12584049
##  [7159] 0.12584049 0.18449090 0.87479179 0.77209098 0.92134590 0.85788439
##  [7165] 0.75084318 0.87479179 0.92306698 0.90988478 0.87479179 0.82870071
##  [7171] 0.87479179 0.92134590 0.15867050 0.13501667 0.15671571 0.31218658
##  [7177] 0.31218658 0.35799381 0.89772978 0.96387822 0.90947248 0.22680499
##  [7183] 0.23970998 0.20964884 1.04658869 1.08550074 0.98314878 1.03291644
##  [7189] 0.96076556 0.98909844 0.38530044 0.53448980 0.45100329 0.81277943
##  [7195] 0.84862239 0.90988478 0.83810116 0.75084318 0.75084318 1.15480103
##  [7201] 1.15480103 1.18505244 0.59486490 0.48151649 0.62496617 0.11128791
##  [7207] 0.96387822 1.01418144 1.09300530 1.22540333 1.23909512 1.20104053
##  [7213] 1.42014724 1.43656688 1.15480103 0.83810116 0.84862239 0.83903629
##  [7219] 0.31218658 0.30418508 0.29700507 0.51444410 0.48151649 0.45100329
##  [7225] 1.08550074 1.03291644 1.08550074 0.96387822 1.01418144 0.99479824
##  [7231] 0.38220197 0.39365310 0.39365310 0.40454828 0.39365310 0.33019072
##  [7237] 1.12659923 1.15785606 1.09300530 1.04658869 0.95235886 1.09300530
##  [7243] 1.04515836 1.08550074 1.04658869 0.23970998 0.15867050 0.20039898
##  [7249] 0.57988292 0.68244055 0.59486490 0.83903629 0.81277943 0.85637910
##  [7255] 0.81277943 0.83903629 0.77209098 0.29700507 0.23970998 0.25561237
##  [7261] 0.17046477 0.19969759 0.17085241 0.85637910 0.77928136 0.90988478
##  [7267] 0.88457275 0.74118016 0.84862239 0.92134590 0.92306698 0.84862239
##  [7273] 0.87479179 0.92134590 0.90988478 0.15867050 0.17085241 0.17085241
##  [7279] 0.31218658 0.34658804 0.34658804 0.96387822 0.92134590 0.87479179
##  [7285] 0.27996178 0.25561237 0.25561237 1.03718310 1.12231438 0.98909844
##  [7291] 0.96387822 0.90988478 0.95605628 0.40454828 0.56849568 0.38220197
##  [7297] 0.81277943 0.87479179 0.90988478 0.85637910 0.74118016 0.77209098
##  [7303] 1.12659923 1.20104053 1.17146043 0.56849568 0.56849568 0.64445247
##  [7309] 0.96076556 0.92134590 1.04515836 1.16049067 1.21289463 1.16049067
##  [7315] 1.26830344 1.20104053 1.09300530 0.85637910 0.77928136 0.77663565
##  [7321] 0.33019072 0.33019072 0.31218658 0.45544816 0.38530044 0.43145383
##  [7327] 1.06210023 1.03718310 1.03718310 0.90988478 1.01418144 0.99479824
##  [7333] 0.43145383 0.39365310 0.45100329 0.53448980 0.45100329 0.38530044
##  [7339] 1.10297942 1.09300530 1.06210023 0.99479824 0.92306698 1.04658869
##  [7345] 1.08550074 1.04658869 1.08550074 0.19969759 0.22093047 0.20039898
##  [7351] 0.43145383 0.45544816 0.43145383 0.87479179 0.77209098 0.83903629
##  [7357] 0.77663565 0.66939637 0.73634814 0.23970998 0.31218658 0.29806229
##  [7363] 0.12696077 0.17046477 0.20039898 0.92306698 0.77209098 0.98314878
##  [7369] 0.79041092 0.66939637 0.87479179 0.90988478 0.83903629 0.74118016
##  [7375] 0.81277943 0.88457275 0.92134590 0.20964884 0.17085241 0.20039898
##  [7381] 0.33019072 0.34203675 0.47194655 0.90947248 0.90947248 0.92306698
##  [7387] 0.23970998 0.27119499 0.29700507 1.01418144 1.05345102 0.96076556
##  [7393] 0.99479824 0.88457275 0.92134590 0.45100329 0.49856220 0.48151649
##  [7399] 0.90213497 0.92306698 0.98909844 0.74118016 0.72401046 0.70136706
##  [7405] 1.08550074 1.12231438 1.12231438 0.53448980 0.45544816 0.59116070
##  [7411] 0.06227361 0.05246739 0.22680499 0.15867050 0.22093047 0.34203675
##  [7417] 0.45100329 0.20964884 0.15867050 0.17085241 0.22680499 0.56849568
##  [7423] 0.59116070 0.59934455 0.34203675 0.45100329 0.48151649 0.22093047
##  [7429] 0.15867050 0.15671571 0.23568040 0.26169523 0.20964884 0.72401046
##  [7435] 0.70136706 0.72401046 0.56849568 0.54648707 0.53448980 0.08942012
##  [7441] 0.09642682 0.09642682 0.09642682 0.06227361 0.09642682 0.25561237
##  [7447] 0.23568040 0.23970998 0.74118016 0.72401046 0.75084318 0.77663565
##  [7453] 0.68244055 0.64445247 0.17046477 0.17046477 0.20039898 0.56849568
##  [7459] 0.57988292 0.53448980 0.68244055 0.68244055 0.74118016 0.92134590
##  [7465] 0.87479179 0.84862239 0.25561237 0.29700507 0.30418508 0.59934455
##  [7471] 0.62496617 0.68244055 0.31218658 0.31218658 0.39365310 0.09642682
##  [7477] 0.09642682 0.12696077 0.96387822 0.90988478 0.90988478 0.51150744
##  [7483] 0.54648707 0.56849568 0.15867050 0.17046477 0.13501667 0.62496617
##  [7489] 0.76510283 0.59116070 0.28095527 0.22680499 0.29806229 0.59486490
##  [7495] 0.48151649 0.53448980 0.35799381 0.45544816 0.43145383 0.29806229
##  [7501] 0.31218658 0.29806229 0.20964884 0.19969759 0.19969759 0.10914490
##  [7507] 0.15867050 0.19969759 0.39365310 0.33019072 0.39365310 0.06227361
##  [7513] 0.30418508 0.25561237 0.33019072 0.40809593 0.36120259 0.29806229
##  [7519] 0.22093047 0.23970998 0.23970998 0.72401046 0.68244055 0.75084318
##  [7525] 0.38530044 0.53448980 0.53448980 0.25561237 0.28095527 0.27119499
##  [7531] 0.31218658 0.38220197 0.33019072 0.83903629 0.82870071 0.79041092
##  [7537] 0.75084318 0.62496617 0.66939637 0.17085241 0.13501667 0.19969759
##  [7543] 0.09642682 0.12584049 0.19969759 0.43145383 0.36120259 0.43145383
##  [7549] 0.70136706 0.74118016 0.75084318 0.75084318 0.66939637 0.59934455
##  [7555] 0.31218658 0.29700507 0.31218658 0.50513952 0.39365310 0.39365310
##  [7561] 0.70136706 0.72401046 0.76510283 0.96387822 0.87479179 0.92134590
##  [7567] 0.39365310 0.39365310 0.45100329 0.48151649 0.53448980 0.56849568
##  [7573] 0.39365310 0.38220197 0.45544816 0.22093047 0.17046477 0.29806229
##  [7579] 0.96076556 1.05345102 0.96387822 0.64445247 0.69865825 0.66939637
##  [7585] 0.26169523 0.22680499 0.29700507 0.69865825 0.77663565 0.67515845
##  [7591] 0.40809593 0.38530044 0.34203675 0.53448980 0.50073934 0.53448980
##  [7597] 0.36120259 0.45544816 0.48151649 0.41483838 0.40454828 0.45544816
##  [7603] 0.27996178 0.20964884 0.25561237 0.23568040 0.29806229 0.29806229
##  [7609] 0.53448980 0.53448980 0.43145383 0.26169523 0.25561237 0.23970998
##  [7615] 0.33019072 0.29700507 0.22093047 0.15867050 0.20039898 0.15867050
##  [7621] 0.77209098 0.77928136 0.77120819 0.50861285 0.59934455 0.66939637
##  [7627] 0.27119499 0.23568040 0.22680499 0.30418508 0.36120259 0.31218658
##  [7633] 0.81277943 0.84862239 0.77209098 0.70136706 0.72401046 0.68244055
##  [7639] 0.12696077 0.10914490 0.10914490 0.08942012 0.08942012 0.09642682
##  [7645] 0.35799381 0.30418508 0.27996178 0.85637910 0.77928136 0.84862239
##  [7651] 0.77663565 0.70136706 0.70136706 0.27119499 0.22093047 0.30418508
##  [7657] 0.48064802 0.49856220 0.49856220 0.70136706 0.73634814 0.72401046
##  [7663] 0.96076556 0.99479824 0.92306698 0.40454828 0.36120259 0.47194655
##  [7669] 0.59116070 0.64445247 0.51150744 0.31318128 0.38220197 0.40809593
##  [7675] 0.20039898 0.17046477 0.22680499 1.01418144 1.08550074 0.98314878
##  [7681] 0.66939637 0.62496617 0.64445247 0.23568040 0.20964884 0.23568040
##  [7687] 0.68244055 0.83903629 0.70136706 0.34203675 0.31218658 0.28095527
##  [7693] 0.59934455 0.48151649 0.45544816 0.45100329 0.50513952 0.47194655
##  [7699] 0.40809593 0.51999718 0.40454828 0.22093047 0.18449090 0.19969759
##  [7705] 0.17046477 0.19969759 0.19969759 0.62301482 0.51231927 0.53448980
##  [7711] 0.10914490 0.12584049 0.33019072 0.38220197 0.17046477 0.24890245
##  [7717] 0.27996178 0.25561237 0.96387822 0.90988478 1.05345102 0.72401046
##  [7723] 0.75084318 0.85637910 0.15867050 0.18449090 0.17085241 0.29806229
##  [7729] 0.33019072 0.31218658 1.04515836 1.00667706 1.01418144 0.88457275
##  [7735] 0.83903629 0.99479824 0.15867050 0.20039898 0.20039898 0.27119499
##  [7741] 0.19969759 0.23568040 0.29700507 0.23970998 0.20964884 1.08550074
##  [7747] 1.09980348 1.08550074 1.06210023 1.08550074 1.01418144 0.33019072
##  [7753] 0.33019072 0.33019072 0.99479824 0.96076556 1.04968452 0.99479824
##  [7759] 0.96076556 1.03291644 1.16049067 1.15480103 1.15785606 0.45544816
##  [7765] 0.43145383 0.48064802 1.04658869 1.08550074 1.12659923 0.28095527
##  [7771] 0.29806229 0.31218658 0.39365310 0.33019072 0.45544816 1.20104053
##  [7777] 1.16049067 1.16049067 0.88457275 0.98909844 0.92134590 0.30418508
##  [7783] 0.38220197 0.33019072 0.90988478 1.09300530 1.03291644 0.20039898
##  [7789] 0.22093047 0.20964884 0.59486490 0.54648707 0.50513952 0.68244055
##  [7795] 0.82770131 0.72401046 0.48151649 0.48151649 0.53448980 0.64445247
##  [7801] 0.53448980 0.51150744 0.12584049 0.13501667 0.17085241 0.77928136
##  [7807] 0.82770131 0.81277943 0.10914490 0.38220197 0.45544816 0.20039898
##  [7813] 0.29806229 0.29233985 0.30418508 0.90988478 0.89772978 0.95605628
##  [7819] 0.70136706 0.79041092 0.79041092 0.17046477 0.12950516 0.12584049
##  [7825] 0.24890245 0.45100329 0.31218658 0.99479824 0.98314878 0.98314878
##  [7831] 0.87479179 0.82770131 0.90988478 0.15867050 0.12950516 0.11128791
##  [7837] 0.20964884 0.17046477 0.25561237 0.25561237 0.20039898 0.22680499
##  [7843] 1.06210023 1.05345102 1.03718310 1.15480103 1.06210023 1.06210023
##  [7849] 0.30418508 0.29233985 0.29806229 1.01418144 0.95605628 1.06210023
##  [7855] 0.96387822 0.95235886 1.00667706 1.12659923 1.12659923 1.15480103
##  [7861] 0.40809593 0.39365310 0.39365310 1.05345102 1.10297942 1.11478728
##  [7867] 0.27996178 0.30418508 0.31218658 0.29233985 0.25561237 0.31218658
##  [7873] 1.10297942 1.18505244 1.11478728 0.83903629 0.88457275 0.83903629
##  [7879] 0.27119499 0.27119499 0.27119499 0.90988478 1.09980348 0.92306698
##  [7885] 0.27119499 0.22680499 0.27119499 0.62301482 0.56849568 0.68244055
##  [7891] 0.75084318 0.81277943 0.72401046 0.47194655 0.39365310 0.43145383
##  [7897] 0.68244055 0.56849568 0.56849568 0.12696077 0.15671571 0.17046477
##  [7903] 0.75084318 0.77209098 0.74118016 0.45100329 0.50513952 0.20039898
##  [7909] 0.27119499 0.31218658 0.29700507 0.98314878 0.92306698 0.96387822
##  [7915] 0.72401046 0.74118016 0.83903629 0.19969759 0.13501667 0.15867050
##  [7921] 0.28095527 0.33019072 0.36120259 1.01418144 1.04658869 0.99479824
##  [7927] 0.92134590 0.88457275 0.88759504 0.12696077 0.17046477 0.12696077
##  [7933] 0.22093047 0.19969759 0.27119499 0.20964884 0.25561237 0.22093047
##  [7939] 1.08550074 1.08550074 1.03718310 1.11478728 1.11478728 1.03718310
##  [7945] 0.34082063 0.31218658 0.29806229 1.01418144 1.01232658 0.99479824
##  [7951] 1.04658869 0.90988478 1.04658869 1.11478728 1.12231438 1.12659923
##  [7957] 0.40809593 0.45544816 0.43628136 1.08550074 1.06210023 1.12659923
##  [7963] 0.31218658 0.35799381 0.43145383 0.27119499 0.29700507 0.29806229
##  [7969] 1.16049067 1.12231438 1.10297942 0.88457275 0.92306698 0.88457275
##  [7975] 0.29233985 0.33019072 0.29806229 0.92195823 1.05345102 0.90988478
##  [7981] 0.24890245 0.20964884 0.30418508 0.57988292 0.59116070 0.59486490
##  [7987] 0.70136706 0.82870071 0.81277943 0.47194655 0.38220197 0.51150744
##  [7993] 0.70136706 0.56709073 0.51444410 0.13501667 0.12950516 0.15671571
##  [7999] 0.74118016 0.77928136 0.77120819 0.06227361 0.09642682 0.47194655
##  [8005] 0.50513952 0.33019072 1.10297942 1.03291644 1.05345102 0.96076556
##  [8011] 1.01418144 1.03291644 0.48151649 0.51150744 0.53448980 0.64445247
##  [8017] 0.59934455 0.74118016 1.16049067 1.17146043 1.16049067 1.08550074
##  [8023] 1.11478728 1.01232658 0.40809593 0.40809593 0.49856220 0.45544816
##  [8029] 0.45544816 0.36120259 0.70136706 0.66939637 0.64445247 1.15480103
##  [8035] 1.09300530 1.09980348 1.08550074 1.11478728 1.06210023 0.74118016
##  [8041] 0.75805531 0.74118016 0.96387822 0.90988478 0.92306698 1.03291644
##  [8047] 1.04515836 1.03291644 1.26830344 1.23909512 1.27337432 0.83903629
##  [8053] 0.77663565 0.83903629 0.96387822 1.03291644 0.99479824 0.53448980
##  [8059] 0.67515845 0.56849568 0.70136706 0.74118016 0.88759504 1.26830344
##  [8065] 1.26830344 1.26830344 1.01418144 1.04658869 1.10297942 0.62301482
##  [8071] 0.56833857 0.68244055 1.04658869 1.11478728 1.08550074 0.62496617
##  [8077] 0.56833857 0.31218658 0.70136706 0.66939637 0.54648707 0.87479179
##  [8083] 0.92134590 0.88457275 0.88457275 0.92306698 0.90988478 0.68244055
##  [8089] 0.59116070 0.57988292 0.29806229 0.50861285 0.34658804 1.01418144
##  [8095] 1.08550074 1.04658869 0.10914490 0.43145383 0.48064802 0.36120259
##  [8101] 1.11478728 1.08550074 1.17146043 1.03291644 1.01418144 1.03291644
##  [8107] 0.48151649 0.53448980 0.59934455 0.72401046 0.70136706 0.68244055
##  [8113] 1.17146043 1.21289463 1.18505244 1.11478728 1.09300530 1.08550074
##  [8119] 0.39365310 0.38530044 0.53448980 0.45100329 0.53448980 0.33019072
##  [8125] 0.77663565 0.74118016 0.66939637 1.16869097 1.15785606 1.15480103
##  [8131] 1.09980348 1.08550074 1.03718310 0.77928136 0.70136706 0.81277943
##  [8137] 0.82870071 0.79041092 0.85637910 1.08550074 1.08550074 1.04515836
##  [8143] 1.26830344 1.26830344 1.26830344 0.92134590 0.81277943 0.92134590
##  [8149] 0.96076556 0.88457275 0.90988478 0.51150744 0.74118016 0.61390395
##  [8155] 0.77209098 0.68244055 0.87479179 1.32823898 1.41445627 1.27337432
##  [8161] 1.09300530 1.09300530 1.17146043 0.70136706 0.62496617 0.74118016
##  [8167] 1.09980348 1.18505244 1.09300530 0.66939637 0.68244055 0.29700507
##  [8173] 0.62496617 0.59934455 0.62496617 0.92134590 0.82770131 0.95605628
##  [8179] 0.95605628 0.96076556 0.90988478 0.53448980 0.56709073 0.53448980
##  [8185] 0.31218658 0.45100329 0.31218658 1.03291644 1.04658869 1.03291644
##  [8191] 0.27996178 0.29233985 0.28095527 0.88457275 0.87479179 0.96387822
##  [8197] 0.70136706 0.77120819 0.87479179 0.27119499 0.22680499 0.29806229
##  [8203] 0.39365310 0.38220197 0.38220197 0.95605628 0.96076556 0.92134590
##  [8209] 0.96076556 0.87479179 0.83903629 0.17046477 0.17046477 0.22093047
##  [8215] 0.22093047 0.28095527 0.20039898 0.25561237 0.29233985 0.27119499
##  [8221] 0.96076556 0.99479824 0.98314878 1.06210023 1.04515836 1.04658869
##  [8227] 0.38220197 0.38220197 0.36120259 0.86127969 0.90947248 0.85637910
##  [8233] 0.96076556 0.88457275 0.89772978 1.04658869 1.04968452 1.04515836
##  [8239] 0.56849568 0.47194655 0.51444410 1.01418144 1.01418144 1.04515836
##  [8245] 0.27119499 0.40454828 0.38220197 0.45100329 0.34203675 0.45100329
##  [8251] 1.08550074 1.10297942 1.08550074 0.84862239 0.89772978 0.87479179
##  [8257] 0.31318128 0.33019072 0.36120259 0.84862239 1.01418144 0.84862239
##  [8263] 0.31218658 0.23568040 0.20964884 0.66939637 0.51444410 0.53448980
##  [8269] 0.68244055 0.72401046 0.72401046 0.53448980 0.62301482 0.57988292
##  [8275] 0.50513952 0.39365310 0.43145383 0.12584049 0.12696077 0.15671571
##  [8281] 0.83903629 0.84862239 0.77928136 0.03629016 0.05246739 0.49856220
##  [8287] 0.53448980 0.59934455 0.54648707 0.59116070 0.68244055 0.23970998
##  [8293] 0.20964884 0.29806229 0.25561237 0.33019072 0.29806229 0.65177042
##  [8299] 0.64445247 0.66939637 0.51150744 0.39365310 0.50073934 0.20964884
##  [8305] 0.17085241 0.17085241 0.17046477 0.20039898 0.24890245 0.33019072
##  [8311] 0.33019072 0.33019072 0.69865825 0.62496617 0.62496617 0.90988478
##  [8317] 0.92134590 0.83903629 0.10914490 0.10914490 0.10914490 0.74118016
##  [8323] 0.75084318 0.68244055 0.59934455 0.49856220 0.51150744 0.83903629
##  [8329] 0.82770131 0.77209098 0.39365310 0.34203675 0.39365310 0.84862239
##  [8335] 0.82870071 0.83903629 0.33019072 0.33019072 0.43145383 0.25561237
##  [8341] 0.23970998 0.28095527 0.81277943 0.82770131 0.79654622 0.47194655
##  [8347] 0.51999718 0.48151649 0.27119499 0.29700507 0.25561237 0.48151649
##  [8353] 0.62301482 0.51444410 0.38530044 0.36120259 0.33019072 0.64445247
##  [8359] 0.59934455 0.62496617 0.33019072 0.33019072 0.31218658 0.45100329
##  [8365] 0.40454828 0.48151649 0.40809593 0.29233985 0.33019072 0.20964884
##  [8371] 0.23970998 0.25561237 0.54648707 0.64445247 0.59934455 0.03629016
##  [8377] 0.53448980 0.47194655 0.51444410 0.51444410 0.56833857 0.62496617
##  [8383] 0.27996178 0.20964884 0.27119499 0.33019072 0.29806229 0.31218658
##  [8389] 0.62496617 0.59486490 0.57988292 0.50861285 0.49856220 0.40809593
##  [8395] 0.20039898 0.20039898 0.18950644 0.20039898 0.17046477 0.20964884
##  [8401] 0.30418508 0.31218658 0.33019072 0.62496617 0.54648707 0.54648707
##  [8407] 0.87479179 0.88759504 0.83903629 0.08942012 0.08942012 0.09642682
##  [8413] 0.77663565 0.70136706 0.66939637 0.48151649 0.51999718 0.48064802
##  [8419] 0.83903629 0.75084318 0.68244055 0.39365310 0.36120259 0.39365310
##  [8425] 0.84862239 0.84862239 0.85637910 0.33019072 0.36120259 0.36120259
##  [8431] 0.20039898 0.27119499 0.31218658 0.82770131 0.74118016 0.74118016
##  [8437] 0.35799381 0.50513952 0.47194655 0.23970998 0.23568040 0.25561237
##  [8443] 0.45544816 0.56849568 0.45544816 0.47194655 0.45100329 0.41483838
##  [8449] 0.64445247 0.56849568 0.59486490 0.28095527 0.33019072 0.27119499
##  [8455] 0.38220197 0.39365310 0.41483838 0.36120259 0.29806229 0.33019072
##  [8461] 0.27996178 0.25561237 0.24890245 0.48151649 0.68244055 0.56849568
##  [8467] 0.39365310 0.43145383 0.45544816 0.39365310 0.53448980 0.65693943
##  [8473] 0.26169523 0.29700507 0.30418508 0.33019072 0.34658804 0.33019072
##  [8479] 0.62496617 0.65091609 0.65091609 0.53448980 0.45100329 0.43145383
##  [8485] 0.25561237 0.22680499 0.22680499 0.20039898 0.22093047 0.28095527
##  [8491] 0.45100329 0.34203675 0.36120259 0.59116070 0.50513952 0.50513952
##  [8497] 0.86127969 0.77209098 0.75084318 0.12584049 0.09642682 0.10914490
##  [8503] 0.70136706 0.62496617 0.59934455 0.43628136 0.43628136 0.43145383
##  [8509] 0.74118016 0.74118016 0.64445247 0.41483838 0.36120259 0.43145383
##  [8515] 0.77928136 0.70136706 0.77663565 0.33019072 0.39365310 0.47194655
##  [8521] 0.25561237 0.25561237 0.33019072 0.75084318 0.79654622 0.77928136
##  [8527] 0.38220197 0.48151649 0.48151649 0.29700507 0.30418508 0.27119499
##  [8533] 0.45100329 0.57988292 0.47194655 0.38220197 0.41483838 0.34203675
##  [8539] 0.62496617 0.53434526 0.53448980 0.28095527 0.29806229 0.26169523
##  [8545] 0.47194655 0.50513952 0.53448980 0.31318128 0.28095527 0.29806229
##  [8551] 0.29700507 0.27996178 0.29806229 0.59934455 0.68244055 0.59116070
##  [8557] 0.06020686 0.09642682 0.45100329 0.40454828 0.54648707 0.74118016
##  [8563] 0.68244055 0.77928136 0.62496617 0.74118016 0.69865825 0.12950516
##  [8569] 0.17046477 0.20039898 0.20039898 0.19969759 0.12584049 0.85637910
##  [8575] 0.82770131 0.85788439 0.66939637 0.74118016 0.77663565 0.82770131
##  [8581] 0.81277943 0.83903629 0.22680499 0.18449090 0.17085241 0.79041092
##  [8587] 0.81277943 0.77209098 0.45544816 0.43628136 0.48151649 0.76510283
##  [8593] 0.75805531 0.77663565 0.15671571 0.10914490 0.10914490 0.28095527
##  [8599] 0.25561237 0.29233985 0.56849568 0.53448980 0.59486490 0.83903629
##  [8605] 0.82770131 0.88759504 0.62496617 0.73634814 0.68244055 0.48151649
##  [8611] 0.50073934 0.59934455 0.23970998 0.31218658 0.23970998 0.09642682
##  [8617] 0.10914490 0.12584049 0.57988292 0.59486490 0.51999718 0.17046477
##  [8623] 0.17046477 0.13501667 0.83903629 0.83903629 0.83810116 0.82870071
##  [8629] 0.75084318 0.85637910 0.19969759 0.27119499 0.20964884 0.51150744
##  [8635] 0.62301482 0.62496617 0.59486490 0.56849568 0.54648707 0.88457275
##  [8641] 0.83903629 0.92134590 0.51150744 0.56849568 0.47194655 0.09642682
##  [8647] 0.41483838 0.45100329 0.53448980 0.68244055 0.66939637 0.79041092
##  [8653] 0.59486490 0.65901108 0.66939637 0.10914490 0.15867050 0.18950644
##  [8659] 0.15867050 0.17085241 0.12696077 0.81277943 0.77120819 0.77928136
##  [8665] 0.70136706 0.64802315 0.72401046 0.76510283 0.77209098 0.75084318
##  [8671] 0.22680499 0.20039898 0.18449090 0.88457275 0.90988478 0.77209098
##  [8677] 0.45544816 0.50513952 0.45544816 0.74118016 0.75805531 0.77928136
##  [8683] 0.11128791 0.06227361 0.09642682 0.28095527 0.27996178 0.22680499
##  [8689] 0.51444410 0.51444410 0.53448980 0.90213497 0.83903629 0.88759504
##  [8695] 0.66939637 0.69865825 0.72401046 0.51999718 0.45100329 0.54648707
##  [8701] 0.29233985 0.31218658 0.24890245 0.08942012 0.09642682 0.10914490
##  [8707] 0.53448980 0.53448980 0.49856220 0.17046477 0.13501667 0.12584049
##  [8713] 0.77928136 0.82770131 0.83903629 0.82770131 0.77120819 0.77928136
##  [8719] 0.20039898 0.22680499 0.23970998 0.53448980 0.59486490 0.62301482
##  [8725] 0.61390395 0.51444410 0.51999718 0.77928136 0.77928136 0.77209098
##  [8731] 0.48151649 0.50513952 0.48151649 0.40809593 0.38530044 0.53448980
##  [8737] 0.77663565 0.77663565 0.81277943 0.70136706 0.75084318 0.77120819
##  [8743] 0.17046477 0.19969759 0.19969759 0.22093047 0.20039898 0.13501667
##  [8749] 0.90988478 0.82870071 0.85637910 0.75084318 0.69865825 0.83903629
##  [8755] 0.83903629 0.86127969 0.85637910 0.22093047 0.23970998 0.15867050
##  [8761] 0.72401046 0.74118016 0.77209098 0.47194655 0.47194655 0.45100329
##  [8767] 0.82770131 0.77209098 0.74118016 0.10914490 0.10914490 0.13501667
##  [8773] 0.31218658 0.23970998 0.27119499 0.53448980 0.48151649 0.59934455
##  [8779] 0.70136706 0.81277943 0.87479179 0.75084318 0.75084318 0.77928136
##  [8785] 0.53448980 0.56833857 0.54648707 0.26169523 0.29700507 0.22093047
##  [8791] 0.12584049 0.12696077 0.10914490 0.59934455 0.62301482 0.56849568
##  [8797] 0.12696077 0.12950516 0.13501667 0.85788439 0.85637910 0.92134590
##  [8803] 0.84862239 0.77209098 0.85637910 0.25561237 0.29806229 0.25561237
##  [8809] 0.56849568 0.62496617 0.62496617 0.64445247 0.53448980 0.59116070
##  [8815] 0.87479179 0.88759504 0.88759504 0.54648707 0.51999718 0.49856220
##  [8821] 0.09642682 0.09642682 0.56849568 0.51999718 0.62496617 0.51999718
##  [8827] 0.51999718 0.47194655 0.53448980 0.56833857 0.54648707 0.47194655
##  [8833] 0.48151649 0.35799381 0.56833857 0.59934455 0.54648707 0.45544816
##  [8839] 0.38220197 0.56849568 0.62496617 0.62301482 0.64445247 0.38220197
##  [8845] 0.39365310 0.34203675 0.33019072 0.43145383 0.29700507 0.53448980
##  [8851] 0.47194655 0.49856220 0.45544816 0.45100329 0.41483838 0.43145383
##  [8857] 0.38220197 0.50513952 0.47194655 0.51150744 0.51150744 0.38220197
##  [8863] 0.33019072 0.41483838 0.53448980 0.39365310 0.62496617 0.56849568
##  [8869] 0.51444410 0.56849568 0.27119499 0.29806229 0.28095527 0.54648707
##  [8875] 0.59934455 0.53448980 0.48151649 0.41483838 0.48064802 0.34203675
##  [8881] 0.39365310 0.30418508 0.45100329 0.56849568 0.50513952 0.62301482
##  [8887] 0.64445247 0.72401046 0.72401046 0.68244055 0.70136706 0.43145383
##  [8893] 0.54648707 0.45100329 0.33019072 0.43145383 0.45544816 0.33019072
##  [8899] 0.25561237 0.25561237 0.70136706 0.68244055 0.73634814 0.12950516
##  [8905] 0.17085241 0.15867050 0.09642682 0.66939637 0.59486490 0.59934455
##  [8911] 0.51150744 0.56849568 0.56849568 0.56849568 0.59116070 0.56849568
##  [8917] 0.53448980 0.48151649 0.36120259 0.66939637 0.62496617 0.59116070
##  [8923] 0.59934455 0.45100329 0.56849568 0.59934455 0.66939637 0.65177042
##  [8929] 0.36120259 0.45100329 0.31218658 0.31218658 0.34203675 0.31318128
##  [8935] 0.62496617 0.56833857 0.51444410 0.45544816 0.36120259 0.47194655
##  [8941] 0.39365310 0.34203675 0.53448980 0.45544816 0.43145383 0.48151649
##  [8947] 0.48151649 0.36120259 0.48064802 0.53448980 0.45100329 0.62496617
##  [8953] 0.57988292 0.53448980 0.48064802 0.29806229 0.38220197 0.38220197
##  [8959] 0.50861285 0.45100329 0.45100329 0.40809593 0.48151649 0.50073934
##  [8965] 0.43628136 0.53448980 0.48151649 0.43145383 0.45100329 0.45100329
##  [8971] 0.66939637 0.62496617 0.68244055 0.66939637 0.66939637 0.68244055
##  [8977] 0.38220197 0.53448980 0.40809593 0.41483838 0.45100329 0.54648707
##  [8983] 0.33019072 0.30418508 0.31218658 0.66939637 0.70136706 0.72401046
##  [8989] 0.20039898 0.19969759 0.17046477 0.72401046 0.70136706 0.70136706
##  [8995] 0.65091609 0.69865825 0.66939637 0.68244055 0.69865825 0.68244055
##  [9001] 0.68244055 0.68244055 0.53448980 0.72401046 0.72401046 0.68244055
##  [9007] 0.62496617 0.51150744 0.68244055 0.66939637 0.76510283 0.77120819
##  [9013] 0.48064802 0.43145383 0.39365310 0.29806229 0.29700507 0.29700507
##  [9019] 0.66939637 0.64445247 0.66939637 0.43145383 0.47194655 0.45544816
##  [9025] 0.53448980 0.59486490 0.64445247 0.47194655 0.54648707 0.61390395
##  [9031] 0.57988292 0.51999718 0.53448980 0.39365310 0.47194655 0.62301482
##  [9037] 0.64445247 0.64445247 0.53448980 0.33019072 0.39365310 0.45544816
##  [9043] 0.62496617 0.65901108 0.49856220 0.57988292 0.59934455 0.59934455
##  [9049] 0.51999718 0.53448980 0.47194655 0.53448980 0.59486490 0.62301482
##  [9055] 0.62496617 0.62496617 0.64445247 0.77928136 0.65091609 0.72401046
##  [9061] 0.56849568 0.62496617 0.57988292 0.45544816 0.54648707 0.56833857
##  [9067] 0.36120259 0.33019072 0.31218658 0.77928136 0.81277943 0.83903629
##  [9073] 0.20964884 0.17046477 0.19969759 0.09642682 0.09642682 0.15867050
##  [9079] 0.23970998 0.20964884 0.77928136 0.79654622 0.77928136 0.74118016
##  [9085] 0.64445247 0.70136706 0.19969759 0.18950644 0.18449090 0.17046477
##  [9091] 0.19969759 0.25561237 0.22093047 0.20964884 0.20039898 0.77928136
##  [9097] 0.84862239 0.84862239 1.03291644 1.06210023 1.00667706 0.29233985
##  [9103] 0.28095527 0.27119499 0.88457275 0.92306698 0.88457275 0.77928136
##  [9109] 0.70136706 0.82870071 0.99479824 1.01418144 0.96387822 0.29700507
##  [9115] 0.20964884 0.25561237 0.99479824 1.03718310 0.99479824 0.23568040
##  [9121] 0.27119499 0.29806229 0.26169523 0.22093047 0.27119499 1.01232658
##  [9127] 1.04658869 0.92306698 0.68244055 0.72401046 0.70136706 0.13501667
##  [9133] 0.20039898 0.20039898 0.74118016 0.83903629 0.72401046 0.20964884
##  [9139] 0.20964884 0.25561237 0.56849568 0.47194655 0.45100329 0.57988292
##  [9145] 0.62496617 0.59934455 0.29700507 0.25561237 0.25561237 0.54648707
##  [9151] 0.45100329 0.43628136 0.17085241 0.18449090 0.17046477 0.70136706
##  [9157] 0.70136706 0.64445247 0.06227361 0.12584049 0.20964884 0.15867050
##  [9163] 0.74118016 0.75805531 0.75084318 0.65091609 0.62496617 0.62496617
##  [9169] 0.12584049 0.17085241 0.13501667 0.17085241 0.20964884 0.23970998
##  [9175] 0.17085241 0.17085241 0.20964884 0.79654622 0.83903629 0.83903629
##  [9181] 0.98314878 0.98909844 0.95235886 0.22093047 0.22680499 0.20964884
##  [9187] 0.87479179 0.87479179 0.85788439 0.76510283 0.66939637 0.70136706
##  [9193] 0.92306698 0.95235886 0.92306698 0.23970998 0.19969759 0.20039898
##  [9199] 0.92134590 1.01418144 0.98909844 0.20039898 0.20964884 0.23970998
##  [9205] 0.25561237 0.20964884 0.23568040 0.95605628 0.99479824 0.95605628
##  [9211] 0.68244055 0.69865825 0.62301482 0.12950516 0.18950644 0.15867050
##  [9217] 0.66939637 0.82870071 0.73634814 0.17085241 0.20039898 0.25561237
##  [9223] 0.41483838 0.33019072 0.36120259 0.53448980 0.56849568 0.53448980
##  [9229] 0.23970998 0.20964884 0.23568040 0.59486490 0.41483838 0.36120259
##  [9235] 0.13501667 0.13501667 0.17085241 0.56849568 0.68244055 0.61390395
##  [9241] 0.17085241 0.20964884 0.17085241 0.81277943 0.77928136 0.77209098
##  [9247] 0.70136706 0.70136706 0.69865825 0.17046477 0.17085241 0.17046477
##  [9253] 0.20039898 0.17046477 0.22093047 0.24890245 0.20039898 0.20964884
##  [9259] 0.82870071 0.83903629 0.90988478 0.96387822 0.92134590 0.96076556
##  [9265] 0.22680499 0.20964884 0.22680499 0.81277943 0.81277943 0.90988478
##  [9271] 0.82870071 0.74118016 0.82770131 0.96387822 0.96387822 0.92134590
##  [9277] 0.25561237 0.23568040 0.23970998 0.95235886 0.92195823 0.98314878
##  [9283] 0.23970998 0.23970998 0.27996178 0.23568040 0.22680499 0.23970998
##  [9289] 1.00667706 0.96387822 0.95605628 0.69865825 0.75084318 0.66939637
##  [9295] 0.13501667 0.15671571 0.15867050 0.77928136 0.86127969 0.70136706
##  [9301] 0.20039898 0.19969759 0.25561237 0.56849568 0.45100329 0.40809593
##  [9307] 0.59934455 0.64445247 0.62301482 0.24890245 0.22093047 0.28095527
##  [9313] 0.56849568 0.45100329 0.53448980 0.12950516 0.15671571 0.13501667
##  [9319] 0.59934455 0.61390395 0.64445247 0.09642682 0.08942012 0.66939637
##  [9325] 0.70136706 0.67515845 0.66939637 0.59486490 0.59486490 0.29806229
##  [9331] 0.27996178 0.27119499 0.29806229 0.23970998 0.29806229 0.27119499
##  [9337] 0.25561237 0.29700507 0.75084318 0.82870071 0.77928136 0.99479824
##  [9343] 0.96387822 0.92134590 0.29806229 0.29806229 0.27119499 0.77928136
##  [9349] 0.81277943 0.85637910 0.70136706 0.62301482 0.72401046 0.90988478
##  [9355] 0.90988478 0.83903629 0.12696077 0.15867050 0.10914490 0.89772978
##  [9361] 0.95605628 0.95605628 0.18950644 0.20964884 0.26169523 0.23970998
##  [9367] 0.27119499 0.28095527 0.86127969 0.96076556 0.90988478 0.54648707
##  [9373] 0.65091609 0.59116070 0.12696077 0.12950516 0.12584049 0.66939637
##  [9379] 0.79041092 0.68244055 0.27119499 0.23970998 0.29806229 0.40809593
##  [9385] 0.33019072 0.30418508 0.48151649 0.62496617 0.50073934 0.17085241
##  [9391] 0.15867050 0.19969759 0.56849568 0.40454828 0.38220197 0.22680499
##  [9397] 0.29806229 0.33019072 0.47194655 0.59934455 0.56849568 0.09642682
##  [9403] 0.72401046 0.77209098 0.76510283 0.64445247 0.62496617 0.62301482
##  [9409] 0.33019072 0.34658804 0.29806229 0.29806229 0.31218658 0.34082063
##  [9415] 0.29700507 0.31318128 0.33019072 0.77663565 0.84862239 0.77928136
##  [9421] 1.01418144 1.01418144 0.92134590 0.33019072 0.31218658 0.33019072
##  [9427] 0.92134590 0.86127969 0.74118016 0.74118016 0.66939637 0.75084318
##  [9433] 0.92306698 0.89772978 0.74118016 0.13501667 0.17046477 0.17085241
##  [9439] 0.87479179 1.01418144 0.90947248 0.22680499 0.20039898 0.30418508
##  [9445] 0.29806229 0.29700507 0.33019072 0.87479179 0.92134590 0.87479179
##  [9451] 0.66939637 0.66939637 0.66939637 0.17085241 0.17046477 0.17046477
##  [9457] 0.74118016 0.83903629 0.75084318 0.28095527 0.23568040 0.27119499
##  [9463] 0.53448980 0.36120259 0.31218658 0.56849568 0.68244055 0.59116070
##  [9469] 0.20039898 0.20964884 0.22680499 0.50513952 0.45100329 0.43145383
##  [9475] 0.33019072 0.31218658 0.30418508 0.48151649 0.62496617 0.55487341
##  [9481] 0.75084318 0.70136706 0.74118016 0.64445247 0.66939637 0.62496617
##  [9487] 0.29806229 0.31218658 0.27119499 0.27119499 0.28095527 0.29806229
##  [9493] 0.27996178 0.28095527 0.31218658 0.77928136 0.88457275 0.87479179
##  [9499] 0.98314878 0.98314878 0.85637910 0.30418508 0.29700507 0.30418508
##  [9505] 0.84862239 0.82870071 0.83903629 0.70136706 0.70136706 0.77928136
##  [9511] 0.92134590 0.90988478 0.83903629 0.12950516 0.13501667 0.19969759
##  [9517] 0.90947248 0.96387822 0.99479824 0.22093047 0.19969759 0.25561237
##  [9523] 0.25561237 0.23970998 0.25561237 0.87479179 0.95605628 0.85637910
##  [9529] 0.62496617 0.66939637 0.62496617 0.15867050 0.12584049 0.10914490
##  [9535] 0.68244055 0.85637910 0.68244055 0.29700507 0.25561237 0.33019072
##  [9541] 0.56833857 0.38220197 0.38220197 0.54648707 0.64445247 0.57988292
##  [9547] 0.12584049 0.13501667 0.18449090 0.53448980 0.36120259 0.38220197
##  [9553] 0.29806229 0.29700507 0.34203675 0.48064802 0.51150744 0.56849568
##  [9559] 0.09642682 0.12950516 0.12584049 0.17085241 0.12584049 0.96387822
##  [9565] 0.87479179 0.88457275 0.83903629 0.75805531 0.87479179 0.82870071
##  [9571] 0.83903629 0.77928136 0.29700507 0.27119499 0.25561237 0.96387822
##  [9577] 1.03718310 0.90988478 0.53448980 0.56849568 0.51444410 0.99479824
##  [9583] 0.92134590 0.90988478 0.23568040 0.10914490 0.17046477 0.29233985
##  [9589] 0.27119499 0.22680499 0.56849568 0.47194655 0.57988292 1.03718310
##  [9595] 1.01418144 1.03291644 0.77120819 0.79041092 0.85637910 0.62301482
##  [9601] 0.59486490 0.56849568 0.26169523 0.29806229 0.23568040 0.12584049
##  [9607] 0.12950516 0.12696077 0.62496617 0.62301482 0.53448980 0.19969759
##  [9613] 0.23970998 0.15867050 0.84862239 0.86127969 0.96387822 0.96387822
##  [9619] 0.84862239 0.92134590 0.23970998 0.36120259 0.25561237 0.53448980
##  [9625] 0.66939637 0.56849568 0.69865825 0.62496617 0.70136706 0.92306698
##  [9631] 0.90988478 0.92134590 0.53448980 0.54648707 0.59116070 0.09642682
##  [9637] 0.12584049 0.15671571 0.15671571 0.92306698 0.88457275 0.88759504
##  [9643] 0.82870071 0.72401046 0.85637910 0.77928136 0.84862239 0.83903629
##  [9649] 0.29700507 0.29233985 0.27119499 0.96387822 0.92134590 0.95605628
##  [9655] 0.49856220 0.53448980 0.54648707 0.98909844 0.92306698 0.92306698
##  [9661] 0.23970998 0.15867050 0.17085241 0.33019072 0.27996178 0.27996178
##  [9667] 0.56849568 0.53448980 0.56849568 1.01418144 0.96387822 1.00667706
##  [9673] 0.82870071 0.82770131 0.85637910 0.59934455 0.62301482 0.62496617
##  [9679] 0.27996178 0.31218658 0.27996178 0.15671571 0.15867050 0.10914490
##  [9685] 0.57988292 0.68244055 0.62301482 0.17085241 0.22680499 0.18950644
##  [9691] 0.87479179 0.88457275 0.95605628 0.92134590 0.85637910 0.92306698
##  [9697] 0.23970998 0.31218658 0.25561237 0.51999718 0.66939637 0.64445247
##  [9703] 0.74118016 0.66939637 0.70136706 0.90988478 0.88457275 0.90988478
##  [9709] 0.56849568 0.62301482 0.54648707 0.15671571 0.18449090 0.15671571
##  [9715] 0.90988478 0.87479179 0.83810116 0.83903629 0.75084318 0.88457275
##  [9721] 0.81612843 0.88457275 0.85637910 0.31218658 0.34203675 0.29806229
##  [9727] 0.96387822 0.96387822 0.96387822 0.53448980 0.50073934 0.50073934
##  [9733] 1.00667706 0.92134590 0.96076556 0.23970998 0.17046477 0.24890245
##  [9739] 0.33019072 0.31218658 0.27119499 0.59116070 0.53448980 0.56849568
##  [9745] 1.03291644 1.01418144 1.04658869 0.79654622 0.82770131 0.84862239
##  [9751] 0.56849568 0.59934455 0.59116070 0.31218658 0.36120259 0.25561237
##  [9757] 0.15867050 0.17085241 0.12584049 0.59934455 0.59934455 0.56849568
##  [9763] 0.17085241 0.20964884 0.20964884 0.88457275 0.88759504 0.95605628
##  [9769] 0.95605628 0.84862239 0.95605628 0.23970998 0.36120259 0.33019072
##  [9775] 0.53448980 0.59934455 0.59934455 0.77209098 0.62496617 0.66939637
##  [9781] 0.85637910 0.83903629 0.87479179 0.59116070 0.66939637 0.53448980
##  [9787] 0.08942012 0.08942012 0.79041092 0.75084318 0.75084318 0.68244055
##  [9793] 0.62496617 0.70136706 0.77209098 0.74118016 0.72401046 0.31218658
##  [9799] 0.28095527 0.27996178 0.98314878 1.04515836 0.95605628 0.35799381
##  [9805] 0.38530044 0.38220197 0.92134590 0.92306698 0.88759504 0.27996178
##  [9811] 0.12584049 0.17085241 0.31218658 0.31218658 0.25561237 0.47194655
##  [9817] 0.50073934 0.48151649 0.99479824 1.01418144 1.01418144 0.74118016
##  [9823] 0.81277943 0.81567232 0.41483838 0.45100329 0.40454828 0.29806229
##  [9829] 0.35799381 0.27119499 0.09642682 0.10914490 0.06227361 0.47194655
##  [9835] 0.53448980 0.48064802 0.20964884 0.25561237 0.20039898 0.77928136
##  [9841] 0.84862239 0.92134590 0.98314878 0.88457275 0.90213497 0.20964884
##  [9847] 0.25561237 0.17085241 0.48151649 0.50513952 0.56849568 0.68244055
##  [9853] 0.54648707 0.56849568 0.77663565 0.79041092 0.82770131 0.48064802
##  [9859] 0.53448980 0.53448980 0.09642682 0.77209098 0.74118016 0.68244055
##  [9865] 0.66939637 0.56849568 0.66939637 0.72401046 0.77120819 0.70136706
##  [9871] 0.31218658 0.29700507 0.29806229 1.01418144 1.00667706 0.92306698
##  [9877] 0.31218658 0.33019072 0.34203675 0.95605628 0.95605628 0.92134590
##  [9883] 0.23970998 0.12584049 0.19969759 0.30418508 0.27119499 0.27119499
##  [9889] 0.48151649 0.48064802 0.51444410 0.98314878 0.96387822 1.03291644
##  [9895] 0.68244055 0.66939637 0.77928136 0.43145383 0.48151649 0.48064802
##  [9901] 0.28095527 0.33019072 0.29700507 0.12584049 0.10914490 0.12584049
##  [9907] 0.53448980 0.54648707 0.53448980 0.18950644 0.23970998 0.20964884
##  [9913] 0.77928136 0.74118016 0.83903629 0.87479179 0.87479179 0.88457275
##  [9919] 0.20039898 0.25561237 0.22093047 0.48151649 0.53448980 0.56849568
##  [9925] 0.64445247 0.55487341 0.61390395 0.77120819 0.77928136 0.83903629
##  [9931] 0.51999718 0.56849568 0.53448980 0.81277943 0.74118016 0.77209098
##  [9937] 0.64445247 0.56849568 0.68244055 0.77120819 0.74118016 0.77663565
##  [9943] 0.29806229 0.20964884 0.22093047 0.85637910 0.84862239 0.82770131
##  [9949] 0.36120259 0.40454828 0.34203675 0.84862239 0.82770131 0.70136706
##  [9955] 0.20964884 0.09642682 0.12696077 0.29806229 0.26169523 0.22093047
##  [9961] 0.47194655 0.45544816 0.47194655 0.87479179 0.87479179 0.90988478
##  [9967] 0.64445247 0.66939637 0.77928136 0.33019072 0.38530044 0.40809593
##  [9973] 0.23568040 0.29806229 0.20964884 0.09642682 0.09642682 0.08942012
##  [9979] 0.48151649 0.40454828 0.45544816 0.12584049 0.18449090 0.15671571
##  [9985] 0.79041092 0.77928136 0.82870071 0.90988478 0.81277943 0.81567232
##  [9991] 0.12950516 0.20964884 0.19969759 0.51444410 0.54648707 0.51444410
##  [9997] 0.59486490 0.45100329 0.48151649 0.83903629 0.83903629 0.77928136
## [10003] 0.38220197 0.45100329 0.43145383 0.05246739 0.05246739 0.09642682
## [10009] 0.08942012 0.12584049 0.17085241 0.17085241 0.17046477 0.98314878
## [10015] 0.96387822 0.99479824 0.96387822 0.96387822 0.90988478 0.20039898
## [10021] 0.23970998 0.18449090 0.79041092 0.82770131 0.77928136 0.90947248
## [10027] 0.90988478 0.92134590 1.08550074 1.08550074 1.04658869 0.36120259
## [10033] 0.36120259 0.43628136 0.88457275 0.90988478 0.96076556 0.33019072
## [10039] 0.31218658 0.45100329 0.18449090 0.15867050 0.20964884 1.10297942
## [10045] 1.10297942 1.04515836 0.81277943 0.84862239 0.75084318 0.25561237
## [10051] 0.29233985 0.23970998 0.87479179 0.96387822 0.82870071 0.23970998
## [10057] 0.20964884 0.33019072 0.74118016 0.64445247 0.68244055 0.68244055
## [10063] 0.72401046 0.66939637 0.43145383 0.43145383 0.40454828 0.48064802
## [10069] 0.34203675 0.34203675 0.09642682 0.12584049 0.15671571 0.62496617
## [10075] 0.73634814 0.63104869 0.05246739 0.08942012 0.11128791 0.09642682
## [10081] 0.20039898 0.20964884 0.20039898 0.92306698 0.96076556 0.90988478
## [10087] 1.01418144 0.96387822 0.95605628 0.20039898 0.22093047 0.20964884
## [10093] 0.87479179 0.77928136 0.83903629 0.88457275 0.81277943 0.83903629
## [10099] 1.04658869 1.03291644 1.01418144 0.36120259 0.36120259 0.39365310
## [10105] 0.87479179 0.96387822 0.96076556 0.30418508 0.31218658 0.45544816
## [10111] 0.17046477 0.15867050 0.20039898 1.04658869 1.12659923 1.03718310
## [10117] 0.77928136 0.81277943 0.74118016 0.23970998 0.29233985 0.25561237
## [10123] 0.79654622 0.90988478 0.79654622 0.27119499 0.23970998 0.38220197
## [10129] 0.75084318 0.70136706 0.70136706 0.56849568 0.68244055 0.59934455
## [10135] 0.50513952 0.45544816 0.45544816 0.47194655 0.40454828 0.43145383
## [10141] 0.10914490 0.10914490 0.10914490 0.59116070 0.66939637 0.53448980
## [10147] 0.08942012 0.09642682 0.13501667 0.20964884 0.20039898 0.18950644
## [10153] 0.95605628 0.95605628 0.88457275 1.01418144 0.98314878 0.92134590
## [10159] 0.17085241 0.20039898 0.20039898 0.90988478 0.84862239 0.83903629
## [10165] 0.90988478 0.82770131 0.90988478 1.04515836 1.05345102 1.01418144
## [10171] 0.31318128 0.31218658 0.31218658 0.96076556 0.99479824 0.98314878
## [10177] 0.31218658 0.31218658 0.43145383 0.15671571 0.12584049 0.12696077
## [10183] 1.04515836 1.09980348 0.96387822 0.69865825 0.77928136 0.70136706
## [10189] 0.20964884 0.28095527 0.24890245 0.81277943 0.92306698 0.77209098
## [10195] 0.26169523 0.25561237 0.34203675 0.72401046 0.64445247 0.70136706
## [10201] 0.64445247 0.68244055 0.59934455 0.33019072 0.36120259 0.36120259
## [10207] 0.51150744 0.34658804 0.34203675 0.15671571 0.09642682 0.15671571
## [10213] 0.57988292 0.64445247 0.62496617 0.06020686 0.06020686 0.29233985
## [10219] 0.23568040 0.25561237 0.85637910 0.83903629 0.82770131 0.90988478
## [10225] 0.85637910 0.86127969 0.23568040 0.20964884 0.27996178 0.70136706
## [10231] 0.66939637 0.62496617 0.72401046 0.74118016 0.75084318 0.90988478
## [10237] 0.95605628 0.92306698 0.31218658 0.33019072 0.34203675 0.77663565
## [10243] 0.87479179 0.85637910 0.29806229 0.33019072 0.45100329 0.17085241
## [10249] 0.12696077 0.20039898 0.95605628 1.08550074 0.95605628 0.70136706
## [10255] 0.68244055 0.66939637 0.20039898 0.23568040 0.25561237 0.70136706
## [10261] 0.82870071 0.70136706 0.30418508 0.27119499 0.31318128 0.68244055
## [10267] 0.59116070 0.64445247 0.47194655 0.54648707 0.48064802 0.36120259
## [10273] 0.35799381 0.43145383 0.33019072 0.26169523 0.30418508 0.20039898
## [10279] 0.17085241 0.17085241 0.59116070 0.59116070 0.51444410 0.06227361
## [10285] 0.27119499 0.25561237 0.27119499 0.70136706 0.68244055 0.68244055
## [10291] 0.75805531 0.68244055 0.68244055 0.19969759 0.22093047 0.20964884
## [10297] 0.57988292 0.56849568 0.43145383 0.68244055 0.65177042 0.70136706
## [10303] 0.88457275 0.84862239 0.83903629 0.34203675 0.31218658 0.33019072
## [10309] 0.64445247 0.62496617 0.70136706 0.31218658 0.31218658 0.43628136
## [10315] 0.12584049 0.12584049 0.20039898 0.88457275 0.98314878 0.87479179
## [10321] 0.64445247 0.65901108 0.57988292 0.20964884 0.27119499 0.20964884
## [10327] 0.63104869 0.75084318 0.61390395 0.33019072 0.24890245 0.34082063
## [10333] 0.59486490 0.48151649 0.54648707 0.45544816 0.53448980 0.45544816
## [10339] 0.31318128 0.38220197 0.33019072 0.26169523 0.23568040 0.20964884
## [10345] 0.17046477 0.20039898 0.18950644 0.41483838 0.43145383 0.43145383
## [10351] 0.29806229 0.30418508 0.29700507 0.84862239 0.77928136 0.87479179
## [10357] 0.88457275 0.92134590 0.84862239 0.25561237 0.25561237 0.29233985
## [10363] 0.70136706 0.74118016 0.66939637 0.81277943 0.79654622 0.76510283
## [10369] 0.99479824 0.96076556 0.92306698 0.39365310 0.34082063 0.40454828
## [10375] 0.83810116 0.83903629 0.88457275 0.29233985 0.34082063 0.45544816
## [10381] 0.20964884 0.18449090 0.25561237 1.01418144 1.08550074 0.96076556
## [10387] 0.68244055 0.71474543 0.70136706 0.29700507 0.27996178 0.30418508
## [10393] 0.72401046 0.95605628 0.72401046 0.38220197 0.31218658 0.39365310
## [10399] 0.66939637 0.59116070 0.57988292 0.48151649 0.61390395 0.56849568
## [10405] 0.45100329 0.48151649 0.49856220 0.29700507 0.27996178 0.31218658
## [10411] 0.15867050 0.22093047 0.15671571 0.56833857 0.59934455 0.53448980
## [10417] 0.06020686 0.05246739 0.87479179 0.92134590 0.87479179 1.18505244
## [10423] 1.09980348 1.12231438 0.25561237 0.29806229 0.25561237 1.06210023
## [10429] 1.08550074 1.09300530 0.90213497 0.87479179 0.87479179 0.98314878
## [10435] 0.96387822 0.90988478 0.33019072 0.29806229 0.31218658 1.13667692
## [10441] 1.18505244 1.18505244 0.23970998 0.22680499 0.29700507 0.29700507
## [10447] 0.30418508 0.29700507 0.92134590 0.99479824 0.92134590 0.75805531
## [10453] 0.77663565 0.72401046 0.23970998 0.31218658 0.23970998 0.82870071
## [10459] 0.96076556 0.83903629 0.12950516 0.12696077 0.29806229 0.72401046
## [10465] 0.62301482 0.62496617 0.68244055 0.83903629 0.70136706 0.29806229
## [10471] 0.29806229 0.29806229 0.77928136 0.62496617 0.62301482 0.17085241
## [10477] 0.12584049 0.18950644 0.62301482 0.64445247 0.66939637 0.06020686
## [10483] 0.96387822 0.98909844 0.92134590 1.15480103 1.15785606 1.09300530
## [10489] 0.29806229 0.23970998 0.22680499 1.08550074 1.10297942 1.08550074
## [10495] 0.87479179 0.83903629 0.83903629 1.01418144 1.03291644 0.90988478
## [10501] 0.31318128 0.33019072 0.33019072 1.12231438 1.17146043 1.16869097
## [10507] 0.25561237 0.22093047 0.33019072 0.29700507 0.30418508 0.23970998
## [10513] 0.96076556 1.03291644 0.95235886 0.76510283 0.83903629 0.70136706
## [10519] 0.23568040 0.31218658 0.25561237 0.83903629 0.95605628 0.85637910
## [10525] 0.15867050 0.12950516 0.29806229 0.77663565 0.66939637 0.68244055
## [10531] 0.66939637 0.77928136 0.68244055 0.30418508 0.29700507 0.34658804
## [10537] 0.75084318 0.54648707 0.62301482 0.18950644 0.15867050 0.25561237
## [10543] 0.62301482 0.70136706 0.70136706 0.92306698 0.88457275 0.89772978
## [10549] 1.16869097 1.26830344 1.11478728 0.29806229 0.31218658 0.27996178
## [10555] 0.99479824 1.01418144 1.08550074 0.85637910 0.81567232 0.85637910
## [10561] 0.98314878 0.96387822 0.90988478 0.31218658 0.31218658 0.33019072
## [10567] 1.12231438 1.16869097 1.15480103 0.20964884 0.20964884 0.33019072
## [10573] 0.27119499 0.29700507 0.29806229 1.01418144 0.99479824 0.92134590
## [10579] 0.74118016 0.77928136 0.68244055 0.23970998 0.31218658 0.29806229
## [10585] 0.79041092 0.95605628 0.82770131 0.13501667 0.12584049 0.28095527
## [10591] 0.73634814 0.59486490 0.65901108 0.68244055 0.77663565 0.62496617
## [10597] 0.33019072 0.33019072 0.35799381 0.74118016 0.54648707 0.66939637
## [10603] 0.15671571 0.12584049 0.17046477 0.62496617 0.68244055 0.66939637
## [10609] 0.06227361 0.08942012 0.51150744 0.66939637 0.54648707 0.59934455
## [10615] 0.51150744 0.62496617 0.74118016 0.68244055 0.62496617 0.17046477
## [10621] 0.22093047 0.20039898 0.20039898 0.22680499 0.22093047 0.64445247
## [10627] 0.56849568 0.72401046 0.72401046 0.66939637 0.83903629 0.72401046
## [10633] 0.72401046 0.74118016 0.64445247 0.68244055 0.74118016 0.20039898
## [10639] 0.25561237 0.27119499 0.20039898 0.24890245 0.25561237 0.69865825
## [10645] 0.68244055 0.73634814 0.20039898 0.20039898 0.15867050 0.90988478
## [10651] 0.88759504 0.83810116 0.75805531 0.77928136 0.74118016 0.27119499
## [10657] 0.34203675 0.35799381 0.66939637 0.75084318 0.74118016 0.62301482
## [10663] 0.51231927 0.59486490 0.90988478 0.98909844 0.92134590 0.53448980
## [10669] 0.51444410 0.48151649 0.06020686 0.56849568 0.59116070 0.53448980
## [10675] 0.59116070 0.56833857 0.59934455 0.68244055 0.68244055 0.66939637
## [10681] 0.20039898 0.17046477 0.18950644 0.15671571 0.15867050 0.15867050
## [10687] 0.68244055 0.70136706 0.70136706 0.68244055 0.74118016 0.81277943
## [10693] 0.74118016 0.77928136 0.79654622 0.59486490 0.66939637 0.72401046
## [10699] 0.17046477 0.20964884 0.19969759 0.20039898 0.17085241 0.23568040
## [10705] 0.75084318 0.64445247 0.74118016 0.12696077 0.17085241 0.12584049
## [10711] 0.88457275 0.92134590 0.77928136 0.85637910 0.83903629 0.83903629
## [10717] 0.28095527 0.31318128 0.29806229 0.66939637 0.77663565 0.75805531
## [10723] 0.59486490 0.49856220 0.59934455 0.95605628 0.96076556 0.92134590
## [10729] 0.51444410 0.50073934 0.48151649 0.48064802 0.56849568 0.51999718
## [10735] 0.59116070 0.56849568 0.53448980 0.62496617 0.66939637 0.62301482
## [10741] 0.22680499 0.12696077 0.22093047 0.15671571 0.15671571 0.15867050
## [10747] 0.74118016 0.66939637 0.72401046 0.70136706 0.66939637 0.84066177
## [10753] 0.75084318 0.77928136 0.75084318 0.59116070 0.68244055 0.66939637
## [10759] 0.15867050 0.20039898 0.17046477 0.18950644 0.20039898 0.20039898
## [10765] 0.75084318 0.70136706 0.70136706 0.15671571 0.19969759 0.12696077
## [10771] 0.88457275 0.92306698 0.83903629 0.83810116 0.83903629 0.87479179
## [10777] 0.29700507 0.33019072 0.31218658 0.62496617 0.70136706 0.70136706
## [10783] 0.59486490 0.47194655 0.47194655 0.95605628 0.98314878 0.92134590
## [10789] 0.45100329 0.47194655 0.45544816 0.08942012 0.05246739 1.01418144
## [10795] 0.95605628 0.99479824 0.20039898 0.20964884 0.18950644 0.54648707
## [10801] 0.84862239 0.77928136 0.59486490 0.74118016 0.82870071 0.95605628
## [10807] 0.82870071 0.95605628 0.17085241 0.20039898 0.20964884 0.90988478
## [10813] 0.82870071 0.68244055 0.70136706 0.75084318 0.79654622 0.74118016
## [10819] 0.75084318 0.74118016 0.82870071 0.84862239 0.96387822 0.88457275
## [10825] 0.81277943 0.77928136 0.72401046 0.70136706 0.68244055 0.96387822
## [10831] 1.04658869 0.82770131 0.79041092 0.70136706 0.68244055 0.75084318
## [10837] 0.82770131 0.81277943 0.90988478 0.90988478 1.01418144 0.36120259
## [10843] 0.36120259 0.34082063 1.01418144 1.12659923 1.09980348 0.45544816
## [10849] 0.33019072 0.39365310 0.10914490 1.03718310 0.98314878 1.01232658
## [10855] 0.20039898 0.22093047 0.20039898 0.77928136 0.83903629 0.79041092
## [10861] 0.59934455 0.79041092 0.85637910 0.98909844 0.88457275 0.96387822
## [10867] 0.20964884 0.23568040 0.20964884 0.85637910 0.88759504 0.68244055
## [10873] 0.77928136 0.82870071 0.96387822 0.83903629 0.85788439 0.83903629
## [10879] 0.83810116 0.83903629 0.95605628 0.84862239 0.84862239 0.82870071
## [10885] 0.77928136 0.84862239 0.77120819 0.96387822 1.01418144 0.77120819
## [10891] 0.74118016 0.66939637 0.68244055 0.81277943 0.83903629 0.87479179
## [10897] 0.85637910 0.98314878 0.92306698 0.31218658 0.30418508 0.33019072
## [10903] 1.05345102 1.10297942 1.04658869 0.45100329 0.33019072 0.33019072
## [10909] 1.01418144 0.96076556 0.95605628 0.19969759 0.22680499 0.23970998
## [10915] 0.56833857 0.79041092 0.77928136 0.64445247 0.73634814 0.77928136
## [10921] 0.88457275 0.82870071 0.96076556 0.20039898 0.17046477 0.23568040
## [10927] 0.82770131 0.81277943 0.70136706 0.72401046 0.73634814 0.77928136
## [10933] 0.75084318 0.75084318 0.79041092 0.84862239 0.83903629 0.88759504
## [10939] 0.83903629 0.81277943 0.77928136 0.68244055 0.68244055 0.74118016
## [10945] 0.89772978 0.95605628 0.77663565 0.74118016 0.69865825 0.61390395
## [10951] 0.74118016 0.74118016 0.77663565 0.89772978 0.95605628 0.96387822
## [10957] 0.29806229 0.27119499 0.22680499 0.98909844 1.10297942 1.04658869
## [10963] 0.38220197 0.29700507 0.30418508 0.05246739 0.06020686 0.90213497
## [10969] 0.88457275 0.88759504 0.59486490 0.36120259 0.47194655 0.77928136
## [10975] 0.70136706 0.68244055 0.28095527 0.31218658 0.31218658 0.99479824
## [10981] 1.01418144 1.05345102 0.48064802 0.45100329 0.56849568 0.20964884
## [10987] 0.20964884 0.15867050 0.76510283 0.79041092 0.70136706 0.38220197
## [10993] 0.40454828 0.31218658 0.22093047 0.26169523 0.20039898 0.53448980
## [10999] 0.59934455 0.45544816 0.43145383 0.34082063 0.56849568 0.86127969
## [11005] 0.74118016 0.77663565 0.31218658 0.45544816 0.33019072 0.34082063
## [11011] 0.28095527 0.33019072 0.50073934 0.47194655 0.43145383 0.24890245
## [11017] 0.19969759 0.28095527 0.53448980 0.54648707 0.56709073 0.05246739
## [11023] 0.85788439 0.87479179 0.88457275 0.51444410 0.45544816 0.48151649
## [11029] 0.74118016 0.68244055 0.59934455 0.30418508 0.34203675 0.33019072
## [11035] 0.96387822 1.01418144 1.01418144 0.45100329 0.43145383 0.47194655
## [11041] 0.20964884 0.23970998 0.15671571 0.75084318 0.77120819 0.74118016
## [11047] 0.43145383 0.41483838 0.33019072 0.20039898 0.24890245 0.22680499
## [11053] 0.48151649 0.62301482 0.50513952 0.40809593 0.38530044 0.53448980
## [11059] 0.83903629 0.72401046 0.75084318 0.29806229 0.40809593 0.33019072
## [11065] 0.33019072 0.30418508 0.35799381 0.51444410 0.45100329 0.43145383
## [11071] 0.27996178 0.20964884 0.29700507 0.54648707 0.56833857 0.51444410
## [11077] 0.88457275 0.84862239 0.90988478 0.59486490 0.38220197 0.45100329
## [11083] 0.77663565 0.70136706 0.62496617 0.29700507 0.33019072 0.29806229
## [11089] 0.98314878 1.03718310 1.03718310 0.41483838 0.39365310 0.54648707
## [11095] 0.19969759 0.22093047 0.17046477 0.74201273 0.77663565 0.66939637
## [11101] 0.40809593 0.45100329 0.35799381 0.22680499 0.30418508 0.27119499
## [11107] 0.50513952 0.61390395 0.51999718 0.36120259 0.31218658 0.53448980
## [11113] 0.83903629 0.79041092 0.77120819 0.29806229 0.41483838 0.33019072
## [11119] 0.33019072 0.29700507 0.38220197 0.53448980 0.47194655 0.40454828
## [11125] 0.26169523 0.25561237 0.29806229 0.48151649 0.54648707 0.51150744
## [11131] 0.12584049 0.09642682 0.66939637 0.76510283 0.74118016 0.66939637
## [11137] 0.77663565 0.92134590 0.86127969 0.82870071 0.85637910 0.20039898
## [11143] 0.12950516 0.12950516 0.66939637 0.79041092 0.64445247 0.66939637
## [11149] 0.62496617 0.77120819 0.87479179 0.83903629 0.88457275 0.72401046
## [11155] 0.82870071 0.90988478 0.72401046 0.70136706 0.70136706 0.75084318
## [11161] 0.79654622 0.68244055 0.87479179 0.88457275 0.68244055 0.49856220
## [11167] 0.38530044 0.45100329 0.66939637 0.59486490 0.62496617 0.83903629
## [11173] 0.90988478 0.83903629 0.20964884 0.19969759 0.17046477 0.83903629
## [11179] 1.01418144 0.90988478 0.48151649 0.48151649 0.39365310 0.11128791
## [11185] 0.53448980 0.72401046 0.76510283 0.70136706 0.82870071 0.85637910
## [11191] 0.87479179 0.81277943 0.88457275 0.22680499 0.22093047 0.23568040
## [11197] 0.75084318 0.81277943 0.68244055 0.72401046 0.65901108 0.77928136
## [11203] 0.88759504 0.83903629 0.84862239 0.72401046 0.83810116 0.90947248
## [11209] 0.77928136 0.66939637 0.72401046 0.72401046 0.64445247 0.70136706
## [11215] 0.92134590 0.98314878 0.68244055 0.54648707 0.66939637 0.53448980
## [11221] 0.59116070 0.53448980 0.69865825 0.82770131 0.88759504 0.88457275
## [11227] 0.23970998 0.26169523 0.29700507 0.82770131 0.98314878 0.90213497
## [11233] 0.50073934 0.45100329 0.45544816 0.66939637 0.72401046 0.72401046
## [11239] 0.73634814 0.82770131 0.83903629 0.83903629 0.75084318 0.85637910
## [11245] 0.17085241 0.20964884 0.15867050 0.70136706 0.77209098 0.77928136
## [11251] 0.59486490 0.64445247 0.77663565 0.87479179 0.87479179 0.84862239
## [11257] 0.68244055 0.75805531 0.83903629 0.70136706 0.66939637 0.70136706
## [11263] 0.81277943 0.74118016 0.72401046 0.85788439 0.87479179 0.68244055
## [11269] 0.59934455 0.49856220 0.54648707 0.59486490 0.56849568 0.68244055
## [11275] 0.82770131 0.89772978 0.83903629 0.17085241 0.15867050 0.18950644
## [11281] 0.90988478 1.03291644 0.90988478 0.45544816 0.45100329 0.38220197
## [11287] 0.09642682 0.10914490 0.25561237 0.22680499 0.27119499 0.62301482
## [11293] 0.56833857 0.63104869 0.66939637 0.66939637 0.66939637 0.66939637
## [11299] 0.74118016 0.59116070 0.56849568 0.69865825 0.66939637 0.25561237
## [11305] 0.27119499 0.24890245 0.17046477 0.13501667 0.20964884 0.64445247
## [11311] 0.53448980 0.53448980 0.13501667 0.15671571 0.15867050 0.85637910
## [11317] 0.88457275 0.68244055 0.59486490 0.77120819 0.75084318 0.20039898
## [11323] 0.23970998 0.25561237 0.62496617 0.70136706 0.68244055 0.51444410
## [11329] 0.45544816 0.53448980 0.92134590 0.96076556 0.90988478 0.50861285
## [11335] 0.49856220 0.48151649 0.08942012 0.23970998 0.20039898 0.17085241
## [11341] 0.48064802 0.48151649 0.56849568 0.88457275 0.77928136 0.90988478
## [11347] 0.66939637 0.70136706 0.77928136 0.47194655 0.51999718 0.53448980
## [11353] 0.23568040 0.27119499 0.19969759 0.06227361 0.09642682 0.06227361
## [11359] 0.54648707 0.57988292 0.53448980 0.10914490 0.11128791 0.08942012
## [11365] 0.85637910 0.82870071 0.85788439 0.77928136 0.75084318 0.77928136
## [11371] 0.19969759 0.20964884 0.20039898 0.51444410 0.54648707 0.62301482
## [11377] 0.53448980 0.48064802 0.48151649 0.87479179 0.87479179 0.87479179
## [11383] 0.45544816 0.53434526 0.47194655 0.27119499 0.29233985 0.20964884
## [11389] 0.59934455 0.54648707 0.62301482 0.77209098 0.77209098 0.77663565
## [11395] 0.68244055 0.70136706 0.77928136 0.59116070 0.64445247 0.66939637
## [11401] 0.29700507 0.29233985 0.23970998 0.12950516 0.12950516 0.15867050
## [11407] 0.56849568 0.62301482 0.59116070 0.15671571 0.17085241 0.13501667
## [11413] 0.84862239 0.86127969 0.81277943 0.81277943 0.73634814 0.70136706
## [11419] 0.15867050 0.23568040 0.22093047 0.62301482 0.68244055 0.68244055
## [11425] 0.48151649 0.45100329 0.56849568 0.87479179 0.90988478 0.81277943
## [11431] 0.53448980 0.62496617 0.53448980 0.09642682 0.09642682 0.77928136
## [11437] 0.68244055 0.82770131 0.75084318 0.72401046 0.83903629 0.75084318
## [11443] 0.75084318 0.82870071 0.77663565 0.83903629 0.83810116 0.15867050
## [11449] 0.13501667 0.13501667 0.27996178 0.29806229 0.27119499 0.83903629
## [11455] 0.81277943 0.84862239 0.20964884 0.20964884 0.19969759 0.90988478
## [11461] 0.90988478 0.87479179 0.87479179 0.82770131 0.87479179 0.33019072
## [11467] 0.40809593 0.39365310 0.70136706 0.77928136 0.83903629 0.70136706
## [11473] 0.68244055 0.72401046 1.05345102 1.08550074 1.04658869 0.56833857
## [11479] 0.50513952 0.59486490 0.09642682 0.74118016 0.74118016 0.79223541
## [11485] 0.90988478 0.76510283 0.92134590 0.85637910 0.88457275 0.90988478
## [11491] 0.75805531 0.85637910 0.82770131 0.10914490 0.12696077 0.11128791
## [11497] 0.23970998 0.29233985 0.20964884 0.84862239 0.87479179 0.85637910
## [11503] 0.20964884 0.20964884 0.20039898 0.92306698 0.88457275 0.95605628
## [11509] 1.00667706 0.90988478 0.96076556 0.29806229 0.39365310 0.34082063
## [11515] 0.77120819 0.82770131 0.86127969 0.70136706 0.70136706 0.74118016
## [11521] 1.03291644 1.08550074 1.04515836 0.59486490 0.55487341 0.59934455
## [11527] 0.62301482 0.59934455 0.70136706 0.87479179 0.83903629 0.85637910
## [11533] 0.79041092 0.77928136 0.82770131 0.64445247 0.74118016 0.77663565
## [11539] 0.10914490 0.12696077 0.11128791 0.20039898 0.22093047 0.20039898
## [11545] 0.77209098 0.75084318 0.77663565 0.19969759 0.23970998 0.18950644
## [11551] 0.88457275 0.88759504 0.90947248 1.01418144 0.92134590 0.84862239
## [11557] 0.31318128 0.36120259 0.31218658 0.64445247 0.70136706 0.77209098
## [11563] 0.74118016 0.68244055 0.73634814 1.03718310 1.03291644 1.04658869
## [11569] 0.54648707 0.49856220 0.56709073 0.06020686 0.06227361 0.93099763
## [11575] 1.01418144 0.98314878 0.30418508 0.27119499 0.34658804 0.25561237
## [11581] 0.29806229 0.22680499 0.72401046 0.77928136 0.74118016 0.48064802
## [11587] 0.51999718 0.45544816 0.12950516 0.12584049 0.10914490 0.55487341
## [11593] 0.67515845 0.62301482 0.33019072 0.28095527 0.51444410 0.56833857
## [11599] 0.45100329 0.49856220 0.41483838 0.54648707 0.47194655 0.10914490
## [11605] 0.09642682 0.13501667 0.53448980 0.39365310 0.45100329 0.38220197
## [11611] 0.33019072 0.33019072 0.38220197 0.47194655 0.45100329 0.09642682
## [11617] 0.81277943 0.87479179 0.86127969 0.20964884 0.22680499 0.29806229
## [11623] 0.27119499 0.26169523 0.29806229 0.72401046 0.77120819 0.66939637
## [11629] 0.39365310 0.48151649 0.45100329 0.12584049 0.12584049 0.13501667
## [11635] 0.54648707 0.65901108 0.54648707 0.29806229 0.25561237 0.34658804
## [11641] 0.53448980 0.38220197 0.38220197 0.39365310 0.48151649 0.48151649
## [11647] 0.09642682 0.09642682 0.12584049 0.40809593 0.34658804 0.36120259
## [11653] 0.33019072 0.36120259 0.34082063 0.39365310 0.40454828 0.38530044
## [11659] 0.98314878 1.04515836 0.96387822 0.29700507 0.29233985 0.38220197
## [11665] 0.20964884 0.29806229 0.27119499 0.77663565 0.87479179 0.77928136
## [11671] 0.56849568 0.54648707 0.48064802 0.15671571 0.15671571 0.11128791
## [11677] 0.61390395 0.71474543 0.66939637 0.31218658 0.33019072 0.47194655
## [11683] 0.56849568 0.45100329 0.51150744 0.45544816 0.59934455 0.56833857
## [11689] 0.10914490 0.09642682 0.15867050 0.62496617 0.53448980 0.53448980
## [11695] 0.39365310 0.38530044 0.36120259 0.39365310 0.51444410 0.45544816
## [11701] 0.12950516 0.10914490 0.92134590 0.87479179 0.77928136 0.74118016
## [11707] 0.70136706 0.84066177 0.95605628 0.98314878 0.90988478 0.84862239
## [11713] 0.90947248 0.96076556 0.77928136 0.75084318 0.75805531 0.87479179
## [11719] 0.81277943 0.81277943 0.96076556 0.96387822 0.72401046 0.56849568
## [11725] 0.62301482 0.53434526 0.68244055 0.62301482 0.75084318 0.92134590
## [11731] 0.98314878 0.88457275 0.31218658 0.27119499 0.29700507 0.96076556
## [11737] 1.04658869 0.98909844 0.51999718 0.47194655 0.47194655 0.10914490
## [11743] 0.82870071 0.83903629 0.83903629 0.79654622 0.75084318 0.92306698
## [11749] 0.83903629 0.88457275 0.88457275 0.84862239 0.92134590 0.92134590
## [11755] 0.86127969 0.83903629 0.85637910 0.84862239 0.77928136 0.77928136
## [11761] 0.98314878 1.03291644 0.68244055 0.53448980 0.66939637 0.50861285
## [11767] 0.62496617 0.59934455 0.73634814 0.96387822 1.00667706 0.99479824
## [11773] 0.29806229 0.25561237 0.33019072 0.98314878 1.10297942 1.09300530
## [11779] 0.56849568 0.45100329 0.53448980 0.88457275 0.88457275 0.87479179
## [11785] 0.77928136 0.84862239 0.95235886 0.95605628 1.03291644 1.00667706
## [11791] 0.88457275 0.83903629 0.96387822 0.77209098 0.77663565 0.77928136
## [11797] 0.87479179 0.87479179 0.83903629 1.01232658 1.01418144 0.77928136
## [11803] 0.62301482 0.59116070 0.53448980 0.68244055 0.64445247 0.74118016
## [11809] 0.92134590 0.98909844 0.96076556 0.35799381 0.29233985 0.31218658
## [11815] 1.04658869 1.20104053 1.10297942 0.62301482 0.47194655 0.51444410
## [11821] 0.06020686 0.06020686 0.36120259 0.36120259 0.48064802 0.77928136
## [11827] 0.83903629 0.85637910 0.66939637 0.73634814 0.70136706 0.26169523
## [11833] 0.22680499 0.22093047 0.66939637 0.82770131 0.70136706 0.13501667
## [11839] 0.12584049 0.12584049 0.31218658 0.27119499 0.28095527 0.61390395
## [11845] 0.62496617 0.57988292 0.29233985 0.27119499 0.29806229 0.38220197
## [11851] 0.39365310 0.33019072 0.22093047 0.31218658 0.24890245 0.59116070
## [11857] 0.59934455 0.53448980 0.06227361 0.35799381 0.35799381 0.43145383
## [11863] 0.84862239 0.83903629 0.77663565 0.70136706 0.82770131 0.70136706
## [11869] 0.27996178 0.23568040 0.23568040 0.65693943 0.79654622 0.74201273
## [11875] 0.13501667 0.12950516 0.18449090 0.39365310 0.28095527 0.33019072
## [11881] 0.64445247 0.75084318 0.59116070 0.27119499 0.25561237 0.29806229
## [11887] 0.48151649 0.45100329 0.43145383 0.29700507 0.30418508 0.29700507
## [11893] 0.53448980 0.53448980 0.59486490 0.48151649 0.45544816 0.57988292
## [11899] 0.88759504 0.83903629 0.82870071 0.68244055 0.77928136 0.75805531
## [11905] 0.31218658 0.29700507 0.25561237 0.64445247 0.82770131 0.72401046
## [11911] 0.20964884 0.22093047 0.20039898 0.31218658 0.27996178 0.31218658
## [11917] 0.64445247 0.77120819 0.62496617 0.33019072 0.34658804 0.36120259
## [11923] 0.49856220 0.47194655 0.36120259 0.31218658 0.35799381 0.31218658
## [11929] 0.57988292 0.61390395 0.62496617 0.05246739 0.06020686 0.77928136
## [11935] 0.77663565 0.72401046 0.43628136 0.43145383 0.36120259 0.20039898
## [11941] 0.20964884 0.20039898 0.50073934 0.53448980 0.53448980 0.38220197
## [11947] 0.31218658 0.45544816 0.77928136 0.70136706 0.68244055 0.36120259
## [11953] 0.48151649 0.34203675 0.29233985 0.28095527 0.30418508 0.25561237
## [11959] 0.19969759 0.20039898 0.27119499 0.22093047 0.29806229 0.20964884
## [11965] 0.29233985 0.23970998 0.05246739 0.85637910 0.90988478 0.77209098
## [11971] 0.45544816 0.49856220 0.45100329 0.20039898 0.22093047 0.20964884
## [11977] 0.59486490 0.66939637 0.54648707 0.31218658 0.33019072 0.53448980
## [11983] 0.75805531 0.66939637 0.70136706 0.35799381 0.49856220 0.41483838
## [11989] 0.27119499 0.33019072 0.33019072 0.30418508 0.23568040 0.22680499
## [11995] 0.27996178 0.22093047 0.27119499 0.24890245 0.33019072 0.29700507
## [12001] 0.85788439 0.92306698 0.77928136 0.53448980 0.51150744 0.39365310
## [12007] 0.20039898 0.25561237 0.20964884 0.56849568 0.65177042 0.56833857
## [12013] 0.38220197 0.36120259 0.62496617 0.85637910 0.74201273 0.77928136
## [12019] 0.36120259 0.57988292 0.39365310 0.25561237 0.23568040 0.29806229
## [12025] 0.45100329 0.29700507 0.30418508 0.29700507 0.20964884 0.29806229
## [12031] 0.27996178 0.36120259 0.31218658 0.09642682 0.06227361 0.22093047
## [12037] 0.23568040 0.22093047 0.88759504 0.81277943 0.82770131 0.17046477
## [12043] 0.22093047 0.19969759 0.90988478 0.95605628 0.92134590 0.99479824
## [12049] 0.87479179 0.90988478 0.34658804 0.43628136 0.39365310 0.72401046
## [12055] 0.75084318 0.82870071 0.84862239 0.77120819 0.87479179 1.06210023
## [12061] 1.11478728 1.08550074 0.61390395 0.59934455 0.62496617 0.09642682
## [12067] 0.27996178 0.30418508 0.30418508 0.92306698 0.87479179 0.88457275
## [12073] 0.20039898 0.24890245 0.20039898 0.95605628 0.96387822 0.98314878
## [12079] 0.98314878 0.92134590 0.90988478 0.40809593 0.49856220 0.39365310
## [12085] 0.77928136 0.82770131 0.83810116 0.83903629 0.75805531 0.77928136
## [12091] 1.10297942 1.09980348 1.10297942 0.64445247 0.59934455 0.69865825
## [12097] 0.20039898 0.25561237 0.20039898 0.82870071 0.83903629 0.82770131
## [12103] 0.17085241 0.22093047 0.17085241 0.92134590 0.95605628 0.92134590
## [12109] 0.98314878 0.90988478 0.92306698 0.36120259 0.48151649 0.31218658
## [12115] 0.69865825 0.70136706 0.74118016 0.77928136 0.72401046 0.72401046
## [12121] 1.04515836 1.03718310 1.08550074 0.56849568 0.51444410 0.53448980
## [12127] 0.06227361 0.05246739 0.47194655 0.45544816 0.47194655 0.12584049
## [12133] 0.12696077 0.11128791 0.77928136 0.77928136 0.83903629 0.81277943
## [12139] 0.66939637 0.74118016 0.11128791 0.20039898 0.10914490 0.51444410
## [12145] 0.56849568 0.53448980 0.54648707 0.40454828 0.50513952 0.79654622
## [12151] 0.84862239 0.79654622 0.51150744 0.53448980 0.51444410 0.06227361
## [12157] 0.53434526 0.49856220 0.53448980 0.12950516 0.20964884 0.15671571
## [12163] 0.83903629 0.79041092 0.96387822 0.90988478 0.77209098 0.72401046
## [12169] 0.15867050 0.27119499 0.18449090 0.54648707 0.62301482 0.59486490
## [12175] 0.56849568 0.49856220 0.54648707 0.79654622 0.83903629 0.86127969
## [12181] 0.57988292 0.53448980 0.51999718 0.47194655 0.51444410 0.47194655
## [12187] 0.10914490 0.18449090 0.12950516 0.72401046 0.72401046 0.88457275
## [12193] 0.92134590 0.74118016 0.83903629 0.13501667 0.22093047 0.18449090
## [12199] 0.47194655 0.48064802 0.48064802 0.62301482 0.49856220 0.56849568
## [12205] 0.77209098 0.77120819 0.82770131 0.47194655 0.53448980 0.43145383
## [12211] 0.06020686 0.05246739 0.66939637 0.70136706 0.66939637 0.29806229
## [12217] 0.22680499 0.31218658 0.51444410 0.33019072 0.38220197 0.34082063
## [12223] 0.53448980 0.39365310 0.17085241 0.12696077 0.19969759 0.43145383
## [12229] 0.33019072 0.34203675 0.29700507 0.20964884 0.29700507 0.38220197
## [12235] 0.47194655 0.45544816 0.06020686 0.59116070 0.68244055 0.59934455
## [12241] 0.29806229 0.27119499 0.29700507 0.45100329 0.28095527 0.31218658
## [12247] 0.35799381 0.45100329 0.36120259 0.15867050 0.15671571 0.17046477
## [12253] 0.43145383 0.29700507 0.34203675 0.26169523 0.27119499 0.27119499
## [12259] 0.43628136 0.45544816 0.50513952 0.56833857 0.72401046 0.59116070
## [12265] 0.27119499 0.22093047 0.33019072 0.53448980 0.33019072 0.34658804
## [12271] 0.39365310 0.54648707 0.41483838 0.12584049 0.12584049 0.17046477
## [12277] 0.45544816 0.34658804 0.34203675 0.24890245 0.20964884 0.23970998
## [12283] 0.34203675 0.41483838 0.35799381 0.09642682 0.06020686 0.79654622
## [12289] 0.82770131 0.75084318 0.81567232 0.76510283 0.83903629 0.22093047
## [12295] 0.30418508 0.23970998 0.56849568 0.56849568 0.54648707 0.56833857
## [12301] 0.45544816 0.43145383 0.82770131 0.87479179 0.83810116 0.51150744
## [12307] 0.54648707 0.45544816 0.08942012 0.95605628 0.92306698 0.88457275
## [12313] 0.92134590 0.82770131 0.82870071 0.28095527 0.31218658 0.25561237
## [12319] 0.66939637 0.76510283 0.74118016 0.59486490 0.56849568 0.59934455
## [12325] 0.98314878 0.96076556 0.98314878 0.56849568 0.51999718 0.54648707
## [12331] 0.77928136 0.84862239 0.83903629 0.84862239 0.74118016 0.74201273
## [12337] 0.20039898 0.24890245 0.20964884 0.54648707 0.64445247 0.66939637
## [12343] 0.59116070 0.45100329 0.54648707 0.82770131 0.87479179 0.82870071
## [12349] 0.59934455 0.56849568 0.51444410 0.05246739 0.09642682 0.53448980
## [12355] 0.38220197 0.38530044 0.68244055 0.77928136 0.69865825 0.31218658
## [12361] 0.31218658 0.31218658 0.56849568 0.56849568 0.48151649 0.20039898
## [12367] 0.20039898 0.20964884 0.61390395 0.68244055 0.54648707 0.12584049
## [12373] 0.53448980 0.40454828 0.45544816 0.68244055 0.74118016 0.70136706
## [12379] 0.30418508 0.30418508 0.33019072 0.54648707 0.45100329 0.41483838
## [12385] 0.15867050 0.20964884 0.20964884 0.62496617 0.66939637 0.64445247
## [12391] 0.27119499 0.29806229 0.27119499 0.69865825 0.69865825 0.59934455
## [12397] 0.48151649 0.51999718 0.48151649 0.45544816 0.45100329 0.40454828
## [12403] 0.29700507 0.33019072 0.27996178 0.66939637 0.62496617 0.70136706
## [12409] 0.15867050 0.12696077 0.64445247 0.59934455 0.64445247 0.56849568
## [12415] 0.57988292 0.56402395 0.54648707 0.53448980 0.41483838 0.53448980
## [12421] 0.68244055 0.62301482 0.77928136 0.82870071 0.75805531 0.06227361
## [12427] 0.64445247 0.62301482 0.53448980 0.43628136 0.39365310 0.45100329
## [12433] 0.51444410 0.45100329 0.48151649 0.45100329 0.62301482 0.48151649
## [12439] 0.68244055 0.75084318 0.68244055 0.59934455 0.56833857 0.56849568
## [12445] 0.45544816 0.51150744 0.51444410 0.39365310 0.36120259 0.38220197
## [12451] 0.43145383 0.59486490 0.49856220 0.77209098 0.77928136 0.77120819
## [12457] 0.06227361 0.06020686 0.45100329 0.50513952 0.56849568 0.38220197
## [12463] 0.28095527 0.31218658 0.59934455 0.62496617 0.62301482 0.45100329
## [12469] 0.50513952 0.43628136 0.06227361 0.62496617 0.64445247 0.69865825
## [12475] 0.45544816 0.31218658 0.34203675 0.61390395 0.77209098 0.70136706
## [12481] 0.64445247 0.59934455 0.56849568 0.51444410 0.53448980 0.56849568
## [12487] 0.36120259 0.33019072 0.35799381 0.64445247 0.69865825 0.66939637
## [12493] 0.47194655 0.57988292 0.48151649 0.08942012 0.08942012 0.51999718
## [12499] 0.47194655 0.50513952 0.39365310 0.34203675 0.47194655 0.38220197
## [12505] 0.49856220 0.36120259 0.09642682 0.66939637 0.54648707 0.51150744
## [12511] 0.34203675 0.33019072 0.45100329 0.38220197 0.50073934 0.45100329
## [12517] 0.62496617 0.57988292 0.53448980 0.43628136 0.35799381 0.45100329
## [12523] 0.45544816 0.50513952 0.48151649 0.05246739 0.03629016 0.53448980
## [12529] 0.62301482 0.62301482 0.29806229 0.29700507 0.23970998 0.03629016
## [12535] 0.45100329 0.54648707 0.49856220 0.23568040 0.25561237 0.22680499
## [12541] 0.43628136 0.51444410 0.56849568 0.22093047 0.23970998 0.23970998
## [12547] 0.06020686 0.06227361 0.74118016 0.77209098 0.70136706 0.06020686
## [12553] 0.70136706 0.75084318 0.75084318 0.75084318 0.77209098 0.68244055
## [12559] 0.09642682 0.06020686 0.06227361

## Run 0 stress 0.2044021 
## Run 1 stress 0.2093182 
## Run 2 stress 0.2036214 
## ... New best solution
## ... Procrustes: rmse 0.01343396  max resid 0.1018996 
## Run 3 stress 0.2058075 
## Run 4 stress 0.2055679 
## Run 5 stress 0.2036378 
## ... Procrustes: rmse 0.006426865  max resid 0.07863841 
## Run 6 stress 0.2068413 
## Run 7 stress 0.2294275 
## Run 8 stress 0.2112667 
## Run 9 stress 0.2030841 
## ... New best solution
## ... Procrustes: rmse 0.01266566  max resid 0.1571162 
## Run 10 stress 0.2036214 
## Run 11 stress 0.2044882 
## Run 12 stress 0.2268592 
## Run 13 stress 0.203084 
## ... New best solution
## ... Procrustes: rmse 0.00005154121  max resid 0.0004947839 
## ... Similar to previous best
## Run 14 stress 0.2078232 
## Run 15 stress 0.2165009 
## Run 16 stress 0.213111 
## Run 17 stress 0.2028053 
## ... New best solution
## ... Procrustes: rmse 0.006314637  max resid 0.07752428 
## Run 18 stress 0.2030859 
## ... Procrustes: rmse 0.006297367  max resid 0.07732083 
## Run 19 stress 0.2036214 
## Run 20 stress 0.2028245 
## ... Procrustes: rmse 0.01226798  max resid 0.1061343 
## Run 21 stress 0.2065021 
## Run 22 stress 0.2063805 
## Run 23 stress 0.2170727 
## Run 24 stress 0.2069976 
## Run 25 stress 0.2088064 
## Run 26 stress 0.2050734 
## Run 27 stress 0.2070271 
## Run 28 stress 0.2036378 
## Run 29 stress 0.2033085 
## Run 30 stress 0.2028253 
## ... Procrustes: rmse 0.01229954  max resid 0.1061723 
## Run 31 stress 0.2060651 
## Run 32 stress 0.2126776 
## Run 33 stress 0.2036214 
## Run 34 stress 0.2064939 
## Run 35 stress 0.2331707 
## Run 36 stress 0.2101604 
## Run 37 stress 0.2036223 
## Run 38 stress 0.2206998 
## Run 39 stress 0.2036223 
## Run 40 stress 0.2081547 
## Run 41 stress 0.2028052 
## ... New best solution
## ... Procrustes: rmse 0.00004620461  max resid 0.0003986046 
## ... Similar to previous best
## *** Best solution repeated 1 times

## $x
##     [1] 0.5702479 0.5813953 0.5984848 0.3600000 0.3333333 0.5769231 0.5491803
##     [8] 0.5669291 0.5772358 0.5565217 0.5648855 0.5044248 0.6699029 0.6534653
##    [15] 0.5841584 0.4242424 0.4485981 0.7173913 0.6979167 0.6947368 0.4653465
##    [22] 0.5140187 0.4705882 0.6585366 0.6754386 0.7017544 0.6525424 0.6333333
##    [29] 0.6347826 0.4468085 0.4141414 0.4631579 0.3917526 0.3617021 0.4444444
##    [36] 0.5726496 0.6111111 0.5508475 0.4591837 0.4489796 0.4757282 0.5775862
##    [43] 0.5636364 0.5772358 0.6260870 0.6666667 0.6695652 0.4554455 0.4343434
##    [50] 0.4226804 0.6323529 0.6760563 0.6307692 0.5942029 0.5573770 0.5891473
##    [57] 0.6692308 0.6641791 0.6666667 0.4545455 0.4950495 0.4000000 0.7045455
##    [64] 0.7500000 0.7209302 0.6458333 0.6310680 0.6530612 0.6629213 0.7021277
##    [71] 0.6847826 0.6206897 0.6083333 0.6148148 0.5108696 0.5104167 0.5108696
##    [78] 0.4326923 0.5566038 0.5257732 0.5523810 0.4680851 0.5483871 0.5614035
##    [85] 0.5636364 0.5714286 0.6016949 0.4040404 0.4100000 0.4423077 0.5689655
##    [92] 0.6083333 0.6388889 0.6307692 0.6043165 0.5089286 0.5677966 0.5655738
##    [99] 0.5433071 0.5714286 0.5702479 0.4711538 0.4782609 0.4811321 0.5000000
##   [106] 0.5775862 0.5545455 0.5304348 0.5096154 0.5096154 0.6239316 0.6033058
##   [113] 0.5958904 0.6465517 0.6173913 0.6333333 0.6036036 0.6240000 0.6333333
##   [120] 0.6120690 0.5963303 0.6206897 0.5909091 0.6240602 0.5691057 0.4838710
##   [127] 0.5049505 0.4583333 0.6239316 0.6160000 0.5725806 0.6302521 0.6554622
##   [134] 0.6695652 0.7282609 0.7191011 0.6896552 0.6448598 0.6371681 0.6106195
##   [141] 0.6746032 0.6250000 0.5948276 0.6813187 0.6236559 0.6741573 0.7008547
##   [148] 0.7017544 0.6610169 0.7142857 0.6956522 0.7129630 0.5370370 0.5862069
##   [155] 0.5619048 0.7142857 0.7252747 0.7102804 0.3966942 0.3801653 0.5537190
##   [162] 0.5438596 0.5693431 0.5312500 0.5703704 0.5581395 0.5609756 0.5579710
##   [169] 0.5365854 0.6296296 0.6875000 0.5871560 0.5726496 0.5371901 0.7100000
##   [176] 0.6534653 0.6764706 0.5565217 0.6178862 0.5847458 0.5573770 0.5789474
##   [183] 0.6293103 0.5714286 0.5416667 0.5517241 0.5596330 0.5762712 0.6347826
##   [190] 0.5478261 0.5526316 0.5447154 0.6093750 0.5581395 0.5891473 0.6034483
##   [197] 0.5575221 0.5762712 0.5210084 0.4495413 0.4500000 0.5431034 0.5847458
##   [204] 0.5225225 0.5350877 0.5438596 0.6101695 0.5187970 0.5985915 0.5348837
##   [211] 0.4469697 0.4416667 0.4308943 0.5396825 0.5156250 0.6116505 0.5486726
##   [218] 0.5446429 0.5701754 0.7373737 0.7777778 0.7395833 0.5757576 0.5384615
##   [225] 0.5555556 0.7128713 0.6960784 0.7058824 0.5258621 0.5409836 0.5223881
##   [232] 0.5200000 0.5607477 0.5769231 0.5378151 0.5225225 0.5192308 0.5446429
##   [239] 0.6036036 0.6095238 0.5294118 0.5677966 0.5630252 0.5454545 0.5677966
##   [246] 0.5593220 0.5934959 0.5609756 0.5984252 0.5233645 0.4634146 0.4926471
##   [253] 0.5528455 0.5483871 0.5692308 0.5151515 0.5041322 0.5161290 0.5593220
##   [260] 0.5619048 0.5666667 0.5847458 0.5333333 0.5470085 0.4615385 0.6825397
##   [267] 0.6050420 0.5901639 0.6046512 0.5695364 0.5263158 0.5833333 0.5537190
##   [274] 0.6166667 0.4491525 0.5042735 0.5172414 0.5739130 0.5258621 0.4190476
##   [281] 0.3966942 0.4416667 0.6181818 0.6153846 0.6173913 0.5666667 0.4793388
##   [288] 0.4590164 0.4036697 0.5508475 0.5982906 0.7200000 0.7373737 0.7113402
##   [295] 0.5945946 0.6134454 0.6115702 0.5645161 0.5691057 0.5254237 0.7029703
##   [302] 0.6634615 0.7100000 0.5948276 0.5929204 0.6033058 0.6752137 0.5752212
##   [309] 0.6725664 0.3904762 0.4375000 0.4271845 0.7204301 0.7549020 0.6454545
##   [316] 0.3906250 0.5877863 0.5573770 0.6266667 0.5652174 0.5704225 0.5373134
##   [323] 0.5615385 0.5384615 0.5496183 0.6379310 0.6694915 0.5862069 0.5725806
##   [330] 0.5390625 0.7363636 0.6727273 0.7053571 0.5806452 0.6153846 0.5491803
##   [337] 0.6222222 0.6016260 0.6587302 0.5937500 0.6194030 0.6412214 0.5726496
##   [344] 0.5645161 0.6311475 0.5491803 0.5537190 0.5348837 0.5757576 0.5373134
##   [351] 0.5985401 0.6016260 0.5819672 0.5528455 0.4628099 0.4957983 0.4923077
##   [358] 0.6015625 0.6384615 0.6080000 0.5609756 0.5691057 0.6080000 0.5319149
##   [365] 0.5684932 0.4924242 0.4074074 0.4112903 0.4384615 0.5190840 0.5611511
##   [372] 0.6339286 0.5737705 0.5462185 0.5702479 0.7500000 0.7981651 0.7641509
##   [379] 0.6146789 0.5405405 0.5963303 0.7500000 0.7117117 0.7207207 0.5041322
##   [386] 0.5079365 0.4477612 0.5765766 0.5982906 0.6017699 0.5396825 0.6190476
##   [393] 0.5862069 0.6160000 0.6134454 0.6194690 0.5317460 0.6015625 0.5748031
##   [400] 0.5238095 0.5447154 0.5365854 0.5703125 0.5390625 0.5312500 0.5641026
##   [407] 0.4924242 0.4420290 0.5648855 0.5714286 0.5588235 0.5179856 0.4960630
##   [414] 0.4843750 0.5365854 0.6000000 0.5781250 0.6171875 0.5354331 0.5600000
##   [421] 0.4677419 0.6666667 0.6141732 0.5555556 0.5714286 0.5512821 0.5166667
##   [428] 0.5245902 0.5200000 0.6250000 0.5378788 0.5658915 0.5891473 0.5853659
##   [435] 0.5634921 0.4695652 0.4307692 0.4488189 0.6386555 0.6016260 0.6147541
##   [442] 0.6106870 0.4354839 0.4651163 0.4666667 0.6076923 0.6511628 0.7567568
##   [449] 0.7614679 0.7264151 0.6280992 0.6538462 0.6515152 0.5757576 0.5354331
##   [456] 0.5040650 0.7410714 0.6929825 0.7363636 0.5819672 0.6480000 0.6230769
##   [463] 0.6693548 0.5983607 0.6776860 0.4957983 0.4959350 0.5043478 0.7475728
##   [470] 0.7545455 0.6638655 0.5939850 0.5645161 0.5753425 0.5294118 0.5563380
##   [477] 0.5000000 0.5348837 0.5448276 0.5882353 0.6554622 0.6967213 0.5811966
##   [484] 0.5905512 0.5461538 0.7410714 0.6545455 0.7105263 0.5984252 0.6315789
##   [491] 0.5905512 0.5648855 0.5619835 0.6097561 0.5669291 0.5503876 0.5600000
##   [498] 0.5916667 0.5826772 0.6370968 0.5793651 0.5952381 0.5851852 0.5925926
##   [505] 0.5547445 0.5522388 0.6080000 0.6220472 0.5937500 0.4715447 0.5041322
##   [512] 0.4409449 0.5403226 0.5905512 0.5454545 0.5564516 0.5873016 0.6461538
##   [519] 0.4744526 0.5646259 0.4656489 0.4044118 0.4206349 0.3984375 0.4806202
##   [526] 0.5037037 0.6036036 0.5806452 0.5655738 0.6220472 0.7545455 0.7909091
##   [533] 0.7685185 0.5833333 0.5862069 0.6283186 0.7652174 0.7168142 0.7142857
##   [540] 0.5476190 0.5039370 0.4892086 0.5964912 0.6050420 0.6206897 0.5801527
##   [547] 0.5691057 0.5811966 0.5655738 0.6532258 0.6942149 0.5615385 0.5634921
##   [554] 0.5476190 0.5196850 0.5859375 0.6212121 0.6090226 0.5348837 0.5271318
##   [561] 0.5470085 0.4887218 0.4500000 0.5820896 0.5671642 0.5857143 0.5035971
##   [568] 0.4803150 0.4687500 0.5781250 0.6068376 0.5625000 0.5905512 0.5079365
##   [575] 0.5440000 0.4516129 0.6716418 0.6412214 0.5846154 0.5777778 0.4697987
##   [582] 0.5245902 0.5555556 0.5158730 0.6412214 0.5000000 0.5390625 0.5161290
##   [589] 0.6031746 0.5813953 0.4786325 0.4031008 0.3821138 0.6774194 0.6299213
##   [596] 0.6535433 0.5396825 0.4566929 0.4962406 0.5000000 0.5590551 0.6031746
##   [603] 0.7387387 0.7767857 0.7431193 0.5882353 0.5840000 0.5826772 0.5384615
##   [610] 0.5312500 0.4754098 0.7456140 0.6982759 0.7410714 0.5772358 0.5983607
##   [617] 0.5859375 0.6311475 0.5819672 0.6271186 0.4529915 0.4285714 0.4601770
##   [624] 0.7641509 0.7477477 0.6355932 0.3814433 0.5615385 0.5564516 0.5625000
##   [631] 0.5725806 0.5641026 0.5606061 0.4594595 0.6100000 0.6060606 0.5922330
##   [638] 0.3877551 0.5000000 0.6956522 0.6770833 0.6736842 0.4757282 0.5229358
##   [645] 0.4807692 0.6422764 0.6810345 0.6607143 0.6803279 0.6504065 0.6410256
##   [652] 0.4583333 0.4100000 0.4583333 0.3877551 0.3917526 0.4403670 0.5798319
##   [659] 0.5952381 0.5702479 0.5000000 0.4600000 0.4563107 0.6198347 0.5714286
##   [666] 0.5491803 0.6206897 0.6495726 0.6283186 0.4356436 0.4300000 0.4653465
##   [673] 0.6277372 0.6896552 0.6466165 0.5899281 0.5528455 0.5954198 0.6538462
##   [680] 0.6691176 0.6600000 0.4343434 0.4752475 0.4123711 0.6966292 0.7415730
##   [687] 0.7272727 0.6391753 0.6116505 0.6464646 0.6555556 0.7083333 0.6914894
##   [694] 0.6153846 0.6147541 0.6402878 0.5212766 0.5204082 0.5368421 0.4285714
##   [701] 0.5779817 0.5204082 0.5471698 0.4631579 0.5108696 0.5689655 0.5840708
##   [708] 0.5535714 0.5726496 0.4466019 0.4368932 0.4077670 0.5882353 0.5916667
##   [715] 0.6330275 0.5826772 0.5899281 0.5555556 0.5867769 0.6062992 0.5390625
##   [722] 0.5299145 0.5655738 0.4953271 0.4731183 0.5045872 0.5233645 0.5847458
##   [729] 0.5752212 0.5508475 0.5327103 0.4757282 0.5948276 0.6097561 0.5918367
##   [736] 0.6638655 0.6470588 0.6280992 0.6106195 0.6299213 0.5811966 0.6068376
##   [743] 0.5779817 0.5789474 0.5982143 0.6090226 0.5873016 0.4787234 0.4545455
##   [750] 0.4210526 0.6528926 0.6000000 0.5680000 0.6363636 0.6386555 0.6637931
##   [757] 0.7065217 0.7111111 0.6966292 0.6513761 0.6071429 0.6173913 0.6899225
##   [764] 0.6532258 0.6250000 0.7021277 0.6315789 0.6956522 0.6837607 0.6956522
##   [771] 0.6776860 0.7521368 0.6782609 0.6822430 0.5185185 0.5811966 0.5700935
##   [778] 0.7209302 0.7173913 0.7155963 0.5528455 0.5217391 0.5416667 0.5391304
##   [785] 0.5675676 0.5634921 0.4716981 0.6458333 0.6276596 0.5684211 0.3978495
##   [792] 0.3939394 0.6785714 0.6436782 0.6551724 0.4583333 0.4800000 0.4479167
##   [799] 0.6140351 0.6788991 0.6822430 0.6548673 0.6228070 0.6238532 0.4382022
##   [806] 0.4042553 0.4725275 0.4148936 0.4021739 0.4215686 0.5840708 0.6115702
##   [813] 0.5982906 0.4842105 0.4574468 0.4536082 0.5504587 0.5049505 0.5132743
##   [820] 0.5887850 0.6454545 0.6226415 0.3804348 0.4086022 0.4301075 0.6124031
##   [827] 0.6492537 0.6428571 0.6148148 0.5677966 0.5772358 0.6166667 0.6456693
##   [834] 0.6263736 0.4631579 0.4408602 0.4065934 0.6625000 0.7125000 0.6962025
##   [841] 0.6022727 0.6185567 0.5955056 0.6506024 0.6627907 0.6588235 0.5833333
##   [848] 0.5840708 0.6153846 0.4523810 0.4545455 0.4523810 0.4242424 0.5400000
##   [855] 0.4888889 0.4895833 0.4252874 0.5287356 0.5462963 0.5339806 0.5700935
##   [862] 0.6140351 0.4105263 0.4166667 0.4020619 0.5412844 0.6086957 0.6274510
##   [869] 0.5983607 0.6148148 0.5046729 0.5272727 0.5762712 0.5760000 0.5446429
##   [876] 0.5438596 0.4489796 0.4352941 0.4123711 0.5392157 0.5892857 0.5523810
##   [883] 0.5535714 0.5346535 0.4742268 0.6126126 0.6034483 0.5755396 0.5849057
##   [890] 0.6181818 0.6106195 0.6037736 0.5652174 0.6106195 0.5471698 0.5825243
##   [897] 0.5566038 0.5904762 0.6141732 0.5798319 0.4772727 0.4680851 0.4673913
##   [904] 0.6126126 0.6050420 0.5344828 0.6194690 0.6578947 0.6846847 0.6904762
##   [911] 0.6951220 0.6455696 0.6200000 0.6261682 0.6111111 0.6440678 0.5892857
##   [918] 0.5555556 0.6547619 0.5930233 0.6125000 0.6818182 0.6698113 0.6517857
##   [925] 0.7196262 0.6509434 0.6800000 0.4591837 0.5982143 0.5306122 0.6883117
##   [932] 0.7023810 0.6900000 0.4375000 0.4351145 0.5547445 0.5572519 0.5448276
##   [939] 0.5343511 0.6206897 0.6638655 0.6050420 0.5680000 0.5118110 0.7522124
##   [946] 0.6785714 0.7217391 0.6201550 0.6106870 0.6015625 0.5864662 0.6080000
##   [953] 0.5983607 0.5891473 0.5725191 0.5365854 0.5798319 0.5483871 0.6033058
##   [960] 0.5793651 0.5840000 0.5639098 0.6619718 0.6438356 0.6142857 0.6511628
##   [967] 0.5772358 0.6259542 0.5538462 0.5748031 0.5755396 0.5403226 0.6335878
##   [974] 0.5806452 0.5564516 0.5409836 0.6031746 0.5973154 0.6209150 0.6137931
##   [981] 0.5816993 0.5785714 0.5958904 0.6000000 0.6164384 0.6637931 0.5454545
##   [988] 0.5887097 0.5772358 0.7431193 0.7909091 0.7798165 0.6923077 0.6446281
##   [995] 0.6752137 0.7090909 0.7500000 0.7027027 0.6343284 0.6131387 0.6363636
##  [1002] 0.5840708 0.5565217 0.5585586 0.5801527 0.5084746 0.4339623 0.4375000
##  [1009] 0.5603448 0.6017699 0.5833333 0.5634921 0.5923077 0.6666667 0.6183206
##  [1016] 0.5669291 0.5984848 0.6402878 0.6428571 0.6507937 0.5845070 0.6089744
##  [1023] 0.4426230 0.4262295 0.4409449 0.6133333 0.5912409 0.6482759 0.5081967
##  [1030] 0.5826087 0.4666667 0.6335878 0.6277372 0.6212121 0.5671642 0.6412214
##  [1037] 0.5984252 0.6470588 0.6478873 0.6012270 0.6046512 0.5891473 0.6250000
##  [1044] 0.6911765 0.5661765 0.5725191 0.5954198 0.6356589 0.6030534 0.6201550
##  [1051] 0.6447368 0.6083916 0.6333333 0.6080000 0.6320000 0.5625000 0.5588235
##  [1058] 0.5815603 0.6714286 0.5703125 0.6031746 0.7500000 0.7431193 0.7431193
##  [1065] 0.6115702 0.5725806 0.5600000 0.6029412 0.5757576 0.5801527 0.7232143
##  [1072] 0.6637168 0.7181818 0.6328125 0.6320000 0.5968992 0.6850394 0.6269841
##  [1079] 0.6611570 0.5859375 0.5939850 0.5853659 0.7403846 0.7363636 0.7016129
##  [1086] 0.3852459 0.5271318 0.5520000 0.5182482 0.5625000 0.6306306 0.6517857
##  [1093] 0.6017699 0.5630252 0.5284553 0.7333333 0.6666667 0.7129630 0.5833333
##  [1100] 0.5967742 0.5630252 0.5826772 0.5932203 0.5826087 0.5500000 0.5905512
##  [1107] 0.5546218 0.5752212 0.5172414 0.5495495 0.5630252 0.5555556 0.5476190
##  [1114] 0.6212121 0.6131387 0.6323529 0.5811966 0.5603448 0.5785124 0.5826772
##  [1121] 0.5702479 0.5156250 0.5338983 0.5750000 0.5641026 0.5258621 0.5087719
##  [1128] 0.5882353 0.5328467 0.6000000 0.5808824 0.6066667 0.5746269 0.5514706
##  [1135] 0.5970149 0.6142857 0.6636364 0.5762712 0.5726496 0.5726496 0.7596154
##  [1142] 0.7864078 0.7623762 0.7053571 0.6551724 0.6756757 0.7115385 0.7314815
##  [1149] 0.7169811 0.5887097 0.5669291 0.6068966 0.5660377 0.5370370 0.5384615
##  [1156] 0.5166667 0.4727273 0.4356436 0.3942308 0.5803571 0.5981308 0.5680000
##  [1163] 0.5819672 0.5416667 0.6046512 0.5702479 0.5737705 0.5609756 0.5968992
##  [1170] 0.6106870 0.6271186 0.5912409 0.5586207 0.4705882 0.4273504 0.4800000
##  [1177] 0.6013986 0.5769231 0.6074074 0.5128205 0.5377358 0.5210084 0.6097561
##  [1184] 0.5826772 0.6190476 0.5736434 0.6507937 0.5714286 0.6564885 0.6060606
##  [1191] 0.5714286 0.5423729 0.5853659 0.5793651 0.6821705 0.5725191 0.5564516
##  [1198] 0.5333333 0.6115702 0.5887097 0.5714286 0.6056338 0.5639098 0.6315789
##  [1205] 0.6166667 0.5701754 0.5573770 0.5757576 0.5343511 0.6093750 0.5655738
##  [1212] 0.5641026 0.7428571 0.7352941 0.6969697 0.5964912 0.5677966 0.5785124
##  [1219] 0.5555556 0.5600000 0.5409836 0.7019231 0.6509434 0.7211538 0.6532258
##  [1226] 0.6416667 0.6048387 0.6525424 0.5398230 0.6491228 0.5702479 0.5447154
##  [1233] 0.5689655 0.7187500 0.7029703 0.6460177 0.5447761 0.5354331 0.5655172
##  [1240] 0.5572519 0.6465517 0.6434783 0.6186441 0.5806452 0.5000000 0.7454545
##  [1247] 0.6818182 0.7256637 0.6220472 0.6015625 0.5573770 0.5769231 0.5630252
##  [1254] 0.5882353 0.5564516 0.5736434 0.5371901 0.5811966 0.5491803 0.5932203
##  [1261] 0.5806452 0.5500000 0.5426357 0.6044776 0.6071429 0.5955882 0.6320000
##  [1268] 0.6016260 0.5952381 0.5984848 0.5760000 0.5447761 0.5528455 0.6141732
##  [1275] 0.5819672 0.5691057 0.5416667 0.5819672 0.5285714 0.6040268 0.5755396
##  [1282] 0.5637584 0.5899281 0.5467626 0.5378788 0.5886525 0.6428571 0.5702479
##  [1289] 0.6129032 0.5785124 0.7706422 0.7962963 0.7850467 0.6956522 0.6803279
##  [1296] 0.6896552 0.7363636 0.7433628 0.7297297 0.6046512 0.5503876 0.5821918
##  [1303] 0.5727273 0.5575221 0.5462963 0.5703125 0.4956522 0.4622642 0.4504505
##  [1310] 0.5739130 0.6283186 0.6165414 0.5873016 0.6259542 0.6296296 0.5760000
##  [1317] 0.5680000 0.5891473 0.5909091 0.6148148 0.6311475 0.5547445 0.5637584
##  [1324] 0.4545455 0.4250000 0.4765625 0.6241611 0.5714286 0.6312057 0.5327869
##  [1331] 0.5840708 0.4916667 0.6356589 0.6090226 0.6124031 0.5789474 0.6328125
##  [1338] 0.6000000 0.6287879 0.6204380 0.5668790 0.6171875 0.5564516 0.6165414
##  [1345] 0.6641221 0.5777778 0.5625000 0.5634921 0.6484375 0.6363636 0.5416667
##  [1352] 0.5704225 0.5797101 0.6583333 0.6320000 0.6341463 0.5859375 0.5597015
##  [1359] 0.5620438 0.6544118 0.5826772 0.5819672 0.7545455 0.7592593 0.7238095
##  [1366] 0.6016949 0.5737705 0.5840000 0.5390625 0.5200000 0.5476190 0.7272727
##  [1373] 0.6422018 0.7339450 0.6129032 0.6115702 0.6093750 0.6218487 0.5950413
##  [1380] 0.6525424 0.5984252 0.5625000 0.5983607 0.7326733 0.7047619 0.6722689
##  [1387] 0.3577982 0.4047619 0.5203252 0.5294118 0.5392157 0.4554455 0.5431034
##  [1394] 0.5447154 0.6632653 0.6336634 0.6435644 0.5762712 0.6349206 0.5798319
##  [1401] 0.4915254 0.5982906 0.5625000 0.5666667 0.4871795 0.5470085 0.5929204
##  [1408] 0.5470085 0.6173913 0.5916667 0.5726496 0.5403226 0.5365854 0.5312500
##  [1415] 0.5161290 0.6218487 0.6016949 0.5950413 0.5289256 0.5384615 0.4838710
##  [1422] 0.4732143 0.5555556 0.4909091 0.5916667 0.5641026 0.6166667 0.5579710
##  [1429] 0.6041667 0.5419847 0.5422535 0.5234375 0.5000000 0.5581395 0.5777778
##  [1436] 0.6057692 0.5689655 0.6016949 0.5897436 0.6770833 0.7052632 0.7319588
##  [1443] 0.6509434 0.6491228 0.6448598 0.6800000 0.6764706 0.6464646 0.5702479
##  [1450] 0.5000000 0.5294118 0.5294118 0.5283019 0.5714286 0.5210084 0.5565217
##  [1457] 0.5283019 0.5135135 0.6347826 0.6545455 0.4741379 0.4166667 0.4824561
##  [1464] 0.5645161 0.5750000 0.6016260 0.5772358 0.5206612 0.5600000 0.5964912
##  [1471] 0.5419847 0.5214286 0.5483871 0.5555556 0.5648855 0.5223881 0.4750000
##  [1478] 0.4754098 0.5423729 0.5700935 0.5254237 0.6370968 0.5409836 0.5172414
##  [1485] 0.5322581 0.6451613 0.6115702 0.5378151 0.4958678 0.4861111 0.6065574
##  [1492] 0.6129032 0.5725806 0.6000000 0.5546875 0.5491803 0.5500000 0.5178571
##  [1499] 0.5213675 0.5391304 0.5693431 0.5234375 0.6491228 0.6101695 0.6239316
##  [1506] 0.4869565 0.4878049 0.5384615 0.5573770 0.4553571 0.5178571 0.6868687
##  [1513] 0.6907216 0.6770833 0.4952381 0.4678899 0.4684685 0.5600000 0.5528455
##  [1520] 0.5084746 0.6831683 0.5900000 0.6494845 0.5897436 0.6000000 0.5630252
##  [1527] 0.6228070 0.5575221 0.6548673 0.5000000 0.5000000 0.5225225 0.7263158
##  [1534] 0.7227723 0.6517857 0.4262295 0.5819672 0.4673913 0.5416667 0.4687500
##  [1541] 0.5714286 0.5470085 0.6292135 0.5824176 0.6382979 0.5803571 0.5948276
##  [1548] 0.6086957 0.4910714 0.5238095 0.5384615 0.5575221 0.4587156 0.4953271
##  [1555] 0.5576923 0.5752212 0.5981308 0.5585586 0.5636364 0.5546218 0.5983607
##  [1562] 0.5327869 0.5042735 0.6036036 0.6071429 0.6120690 0.5175439 0.5535714
##  [1569] 0.5327869 0.4859813 0.5454545 0.5047619 0.5840708 0.5675676 0.6228070
##  [1576] 0.5714286 0.6285714 0.5203252 0.5547445 0.5600000 0.5468750 0.5609756
##  [1583] 0.5360000 0.6122449 0.5596330 0.6194690 0.6194690 0.6741573 0.6896552
##  [1590] 0.6896552 0.6185567 0.6320755 0.6400000 0.6630435 0.6451613 0.6559140
##  [1597] 0.5862069 0.5384615 0.5746269 0.5157895 0.5445545 0.5757576 0.5350877
##  [1604] 0.5462963 0.5300000 0.5283019 0.6422018 0.6100000 0.4864865 0.4117647
##  [1611] 0.5090909 0.6033058 0.5913043 0.5948276 0.5689655 0.5217391 0.5750000
##  [1618] 0.5754717 0.5440000 0.5441176 0.5384615 0.5462185 0.5680000 0.5234375
##  [1625] 0.5128205 0.5126050 0.5181818 0.5454545 0.5526316 0.6324786 0.5304348
##  [1632] 0.5315315 0.5213675 0.6638655 0.6293103 0.5775862 0.5338983 0.5384615
##  [1639] 0.5877193 0.6068376 0.5882353 0.5803571 0.5573770 0.5263158 0.5398230
##  [1646] 0.5327103 0.5357143 0.5277778 0.5615385 0.5123967 0.6190476 0.6403509
##  [1653] 0.6181818 0.4722222 0.4741379 0.5634921 0.5726496 0.4380952 0.4903846
##  [1660] 0.6404494 0.6741573 0.6590909 0.4795918 0.4200000 0.4368932 0.5508475
##  [1667] 0.5175439 0.5221239 0.6521739 0.5494505 0.6444444 0.5945946 0.5523810
##  [1674] 0.5535714 0.6422018 0.5607477 0.5980392 0.5272727 0.5000000 0.5779817
##  [1681] 0.6823529 0.6956522 0.6213592 0.5338346 0.5446429 0.5663717 0.5175439
##  [1688] 0.5781250 0.5454545 0.6909091 0.6637168 0.6725664 0.5968992 0.6296296
##  [1695] 0.6315789 0.5307692 0.5952381 0.6080000 0.6090226 0.5156250 0.5360000
##  [1702] 0.6129032 0.5813953 0.6240000 0.6000000 0.5483871 0.5522388 0.5488722
##  [1709] 0.5539568 0.5407407 0.6384615 0.6201550 0.6030534 0.5307692 0.5396825
##  [1716] 0.5111111 0.5040650 0.5440000 0.5447154 0.5891473 0.5968992 0.6335878
##  [1723] 0.5479452 0.5827815 0.5217391 0.5430464 0.5362319 0.5248227 0.5985915
##  [1730] 0.5862069 0.6610169 0.5680000 0.6307692 0.5984252 0.7272727 0.7636364
##  [1737] 0.7636364 0.6666667 0.6311475 0.6495726 0.6936937 0.7350427 0.6875000
##  [1744] 0.6119403 0.5597015 0.5608108 0.6068376 0.5677966 0.6186441 0.5572519
##  [1751] 0.5793651 0.5677966 0.5873016 0.6614173 0.6803279 0.4800000 0.4793388
##  [1758] 0.4754098 0.5851852 0.5954198 0.5984848 0.5864662 0.5777778 0.5808824
##  [1765] 0.6269841 0.5323741 0.5430464 0.5703704 0.5555556 0.5434783 0.5244755
##  [1772] 0.5151515 0.5149254 0.5433071 0.6166667 0.6044776 0.6518519 0.5639098
##  [1779] 0.5080645 0.5227273 0.6884058 0.6183206 0.5275591 0.5114504 0.4901961
##  [1786] 0.6240602 0.5984848 0.5820896 0.5403226 0.5857143 0.5820896 0.5615385
##  [1793] 0.5083333 0.5120000 0.5403226 0.5586207 0.4812030 0.6532258 0.6488550
##  [1800] 0.6406250 0.4545455 0.5037594 0.5182482 0.5789474 0.5238095 0.5447154
##  [1807] 0.7232143 0.7272727 0.7272727 0.5630252 0.5245902 0.4876033 0.5267176
##  [1814] 0.5851852 0.5348837 0.6964286 0.6250000 0.7142857 0.5760000 0.6406250
##  [1821] 0.6060606 0.6178862 0.5691057 0.6904762 0.5161290 0.5384615 0.5371901
##  [1828] 0.7592593 0.7433628 0.6666667 0.5742574 0.5980392 0.5148515 0.4174757
##  [1835] 0.4272727 0.7113402 0.6530612 0.6494845 0.4716981 0.5438596 0.4907407
##  [1842] 0.6240000 0.6495726 0.6864407 0.6612903 0.6428571 0.5982906 0.4851485
##  [1849] 0.4380952 0.5145631 0.4326923 0.4215686 0.4234234 0.5500000 0.5891473
##  [1856] 0.5645161 0.5094340 0.4563107 0.4528302 0.5785124 0.5000000 0.5081967
##  [1863] 0.6016949 0.6068376 0.6086957 0.4907407 0.4859813 0.4615385 0.6115108
##  [1870] 0.6551724 0.6594203 0.5434783 0.5813953 0.5681818 0.6567164 0.6323529
##  [1877] 0.6761905 0.4761905 0.5000000 0.4257426 0.7395833 0.7684211 0.7684211
##  [1884] 0.6300000 0.5769231 0.5959596 0.7142857 0.7352941 0.7070707 0.5847458
##  [1891] 0.5737705 0.6241135 0.4842105 0.4536082 0.4680851 0.4545455 0.5840708
##  [1898] 0.5436893 0.5277778 0.5049505 0.5360825 0.5384615 0.5267857 0.5478261
##  [1905] 0.6016260 0.5135135 0.4770642 0.4910714 0.6160000 0.6299213 0.5871560
##  [1912] 0.5877863 0.5744681 0.4736842 0.5573770 0.5322581 0.5671642 0.5725806
##  [1919] 0.5826772 0.4770642 0.5300000 0.4727273 0.5575221 0.5666667 0.5565217
##  [1926] 0.5333333 0.5405405 0.5000000 0.5517241 0.5573770 0.5578231 0.6101695
##  [1933] 0.6280992 0.6320000 0.6153846 0.6015625 0.6320000 0.5762712 0.5585586
##  [1940] 0.5221239 0.5913043 0.6131387 0.5590551 0.5490196 0.5094340 0.5238095
##  [1947] 0.6115702 0.5937500 0.5396825 0.5714286 0.5966387 0.6324786 0.7216495
##  [1954] 0.6989247 0.6847826 0.6428571 0.6470588 0.6333333 0.6511628 0.6349206
##  [1961] 0.6065574 0.7040816 0.6363636 0.7113402 0.6410256 0.7083333 0.6250000
##  [1968] 0.6754386 0.6228070 0.7304348 0.5398230 0.5750000 0.5636364 0.7078652
##  [1975] 0.7448980 0.6818182 0.4142857 0.3835616 0.6063830 0.6176471 0.5000000
##  [1982] 0.4615385 0.4769231 0.6315789 0.6600000 0.6210526 0.5714286 0.6304348
##  [1989] 0.5862069 0.6326531 0.5670103 0.5806452 0.6404494 0.6391753 0.6555556
##  [1996] 0.6494845 0.6276596 0.5841584 0.5208333 0.5294118 0.5400000 0.6451613
##  [2003] 0.6195652 0.6391753 0.6000000 0.6000000 0.6486486 0.5543478 0.5913978
##  [2010] 0.5116279 0.6354167 0.5869565 0.6526316 0.6239316 0.7063492 0.6090909
##  [2017] 0.6370968 0.6146789 0.6347826 0.6545455 0.6491228 0.6282051 0.5934066
##  [2024] 0.6195652 0.6631579 0.5166667 0.5593220 0.5833333 0.6184211 0.6190476
##  [2031] 0.6103896 0.5757576 0.5942029 0.5230769 0.6224490 0.6078431 0.6611570
##  [2038] 0.5066667 0.5952381 0.5822785 0.6336634 0.5934066 0.5952381 0.6043956
##  [2045] 0.6923077 0.6419753 0.4382022 0.4352941 0.4302326 0.5567010 0.6700000
##  [2052] 0.6600000 0.6568627 0.5463918 0.5800000 0.6136364 0.6810345 0.7099237
##  [2059] 0.6346154 0.6542056 0.6607143 0.5840708 0.5353535 0.5769231 0.6185567
##  [2066] 0.6144578 0.6400000 0.6494845 0.5416667 0.5274725 0.5306122 0.6734694
##  [2073] 0.6458333 0.4888889 0.5454545 0.5937500 0.6391753 0.6732673 0.6237624
##  [2080] 0.5393258 0.6388889 0.5959596 0.6122449 0.5116279 0.4482759 0.6021505
##  [2087] 0.6610169 0.6146789 0.6511628 0.6736842 0.6333333 0.5531915 0.5769231
##  [2094] 0.6428571 0.6060606 0.5638298 0.5287356 0.4918033 0.5166667 0.5409836
##  [2101] 0.5714286 0.5172414 0.5494505 0.6213592 0.6138614 0.5918367 0.5384615
##  [2108] 0.4626866 0.5692308 0.6195652 0.6333333 0.6565657 0.6629213 0.6413043
##  [2115] 0.6744186 0.6145833 0.5670103 0.5681818 0.6166667 0.6811594 0.6385542
##  [2122] 0.4189189 0.6597938 0.6138614 0.5396825 0.5000000 0.5588235 0.5978261
##  [2129] 0.6000000 0.6315789 0.5959596 0.6559140 0.6292135 0.6831683 0.6336634
##  [2136] 0.5913978 0.6813187 0.6900000 0.6363636 0.6458333 0.6086957 0.6213592
##  [2143] 0.5757576 0.5943396 0.5784314 0.5955056 0.5842697 0.5913978 0.6504854
##  [2150] 0.6105263 0.6330275 0.5494505 0.6021505 0.5730337 0.6170213 0.6129032
##  [2157] 0.6631579 0.6666667 0.7040000 0.6548673 0.6771654 0.6607143 0.6779661
##  [2164] 0.6875000 0.6810345 0.6582278 0.6043956 0.6153846 0.6304348 0.4827586
##  [2171] 0.6000000 0.6000000 0.6666667 0.6470588 0.5866667 0.5692308 0.5671642
##  [2178] 0.5384615 0.6600000 0.6442308 0.6694215 0.5584416 0.5731707 0.5949367
##  [2185] 0.6300000 0.6195652 0.5731707 0.6153846 0.6436782 0.6375000 0.5161290
##  [2192] 0.5000000 0.4943820 0.5670103 0.6530612 0.6700000 0.6262626 0.5858586
##  [2199] 0.5312500 0.6555556 0.7008547 0.7175573 0.6442308 0.6759259 0.6696429
##  [2206] 0.6293103 0.5454545 0.6000000 0.6288660 0.6265060 0.6500000 0.6597938
##  [2213] 0.5670103 0.5222222 0.5980392 0.6421053 0.5978261 0.5164835 0.5257732
##  [2220] 0.6230769 0.6494845 0.6288660 0.6336634 0.5340909 0.6846847 0.6470588
##  [2227] 0.6893204 0.5568182 0.5111111 0.6562500 0.7131148 0.6607143 0.6470588
##  [2234] 0.6111111 0.5977011 0.5937500 0.6261682 0.6396396 0.6300000 0.5744681
##  [2241] 0.5730337 0.5081967 0.5084746 0.5573770 0.5308642 0.5287356 0.5604396
##  [2248] 0.6571429 0.6100000 0.6435644 0.5079365 0.4545455 0.5396825 0.6736842
##  [2255] 0.6593407 0.6800000 0.7032967 0.6373626 0.6547619 0.6105263 0.6336634
##  [2262] 0.6111111 0.6774194 0.7142857 0.6823529 0.5876289 0.5445545 0.5223881
##  [2269] 0.5277778 0.4782609 0.5531915 0.6000000 0.5729167 0.5544554 0.5957447
##  [2276] 0.5824176 0.6407767 0.5500000 0.5319149 0.5730337 0.5918367 0.6344086
##  [2283] 0.5729167 0.5638298 0.5392157 0.5050505 0.5283019 0.5098039 0.5957447
##  [2290] 0.5698925 0.5625000 0.5252525 0.5212766 0.5420561 0.5053763 0.5578947
##  [2297] 0.5111111 0.5425532 0.6122449 0.6326531 0.5966387 0.6587302 0.5675676
##  [2304] 0.5655738 0.4903846 0.5446429 0.6000000 0.5964912 0.5131579 0.5274725
##  [2311] 0.5698925 0.6000000 0.5820896 0.6212121 0.6000000 0.5949367 0.5977011
##  [2318] 0.6385542 0.5915493 0.5694444 0.4776119 0.5900000 0.5769231 0.5882353
##  [2325] 0.4871795 0.5411765 0.4871795 0.5882353 0.5744681 0.4691358 0.5543478
##  [2332] 0.6413043 0.6352941 0.3522727 0.4022989 0.3977273 0.5102041 0.5816327
##  [2339] 0.5858586 0.5841584 0.5300000 0.5490196 0.5934066 0.6293103 0.6641221
##  [2346] 0.5769231 0.5981308 0.5945946 0.5178571 0.5196078 0.5333333 0.5858586
##  [2353] 0.5243902 0.5940594 0.5729167 0.4948454 0.4444444 0.4848485 0.6262626
##  [2360] 0.5979381 0.3678161 0.4848485 0.5354331 0.5625000 0.6000000 0.5784314
##  [2367] 0.5054945 0.5700935 0.5784314 0.6346154 0.3855422 0.4157303 0.5684211
##  [2374] 0.6218487 0.5855856 0.6136364 0.6105263 0.5824176 0.5208333 0.5192308
##  [2381] 0.5504587 0.5454545 0.4505495 0.5274725 0.5151515 0.5820896 0.5156250
##  [2388] 0.4444444 0.5000000 0.5161290 0.5769231 0.5825243 0.5742574 0.5362319
##  [2395] 0.4202899 0.5223881 0.6000000 0.5978261 0.6100000 0.5955056 0.5604396
##  [2402] 0.6813187 0.5053763 0.5204082 0.5494505 0.6307692 0.6712329 0.6321839
##  [2409] 0.4158416 0.6666667 0.6321839 0.6279070 0.4479167 0.5288462 0.4536082
##  [2416] 0.6638655 0.6574074 0.6972477 0.6578947 0.6610169 0.6396396 0.4090909
##  [2423] 0.3222222 0.4444444 0.4375000 0.4421053 0.4271845 0.5752212 0.6147541
##  [2430] 0.5652174 0.5051546 0.4631579 0.4591837 0.5803571 0.5794393 0.5798319
##  [2437] 0.5794393 0.6842105 0.6636364 0.4210526 0.4795918 0.4193548 0.6153846
##  [2444] 0.6715328 0.6769231 0.6074074 0.5593220 0.6141732 0.6640000 0.6893939
##  [2451] 0.6736842 0.4526316 0.4791667 0.4301075 0.6829268 0.7160494 0.7160494
##  [2458] 0.6373626 0.6224490 0.6000000 0.6385542 0.6666667 0.6627907 0.6000000
##  [2465] 0.5625000 0.6390977 0.4767442 0.4777778 0.4767442 0.4455446 0.5588235
##  [2472] 0.5268817 0.5544554 0.4318182 0.5505618 0.6017699 0.5660377 0.5871560
##  [2479] 0.6173913 0.4166667 0.4700000 0.4854369 0.5964912 0.6239316 0.5900000
##  [2486] 0.5901639 0.5864662 0.5495495 0.5948276 0.5916667 0.5564516 0.5862069
##  [2493] 0.5726496 0.5145631 0.4943820 0.4951456 0.5294118 0.5675676 0.5833333
##  [2500] 0.5446429 0.5100000 0.5247525 0.6036036 0.6068376 0.5985915 0.6637168
##  [2507] 0.6810345 0.6722689 0.6330275 0.6280992 0.6140351 0.5779817 0.5728155
##  [2514] 0.5871560 0.5943396 0.6279070 0.5833333 0.5164835 0.4574468 0.4565217
##  [2521] 0.6160714 0.6198347 0.5750000 0.6228070 0.6491228 0.6513761 0.7093023
##  [2528] 0.6829268 0.6666667 0.6504854 0.6545455 0.6272727 0.6910569 0.6293103
##  [2535] 0.6228070 0.6744186 0.6136364 0.6666667 0.6605505 0.7207207 0.6548673
##  [2542] 0.6730769 0.6788991 0.7211538 0.5523810 0.5892857 0.5500000 0.6923077
##  [2549] 0.7209302 0.7184466 0.7291667 0.6421053 0.6804124 0.4563107 0.4907407
##  [2556] 0.5046729 0.6480000 0.6521739 0.6782609 0.6186441 0.6451613 0.6239316
##  [2563] 0.4536082 0.4059406 0.4848485 0.4313725 0.4200000 0.4363636 0.5983607
##  [2570] 0.6124031 0.5772358 0.5096154 0.4554455 0.4953271 0.5916667 0.5272727
##  [2577] 0.5206612 0.5913043 0.6324786 0.6106195 0.4000000 0.4411765 0.4757282
##  [2584] 0.6131387 0.6478873 0.6106870 0.5652174 0.5365854 0.5909091 0.6062992
##  [2591] 0.6343284 0.6534653 0.4757282 0.5000000 0.4400000 0.7173913 0.7741935
##  [2598] 0.7472527 0.6326531 0.6448598 0.5979381 0.7052632 0.7010309 0.6842105
##  [2605] 0.6101695 0.5750000 0.6058394 0.5157895 0.4526316 0.4505495 0.4537037
##  [2612] 0.5327103 0.4687500 0.5142857 0.4742268 0.5670103 0.5263158 0.5272727
##  [2619] 0.5357143 0.6147541 0.4716981 0.4476190 0.4770642 0.5950413 0.6097561
##  [2626] 0.6146789 0.6106870 0.5957447 0.4867257 0.4956522 0.5206612 0.5681818
##  [2633] 0.5500000 0.5609756 0.4907407 0.5000000 0.4433962 0.5046729 0.5677966
##  [2640] 0.5701754 0.5213675 0.5140187 0.5000000 0.5897436 0.5934959 0.5586207
##  [2647] 0.6120690 0.6186441 0.6560000 0.5929204 0.6141732 0.6000000 0.5897436
##  [2654] 0.5855856 0.5614035 0.5140187 0.6044776 0.5483871 0.5500000 0.4803922
##  [2661] 0.5242718 0.6016949 0.5840000 0.5520000 0.5847458 0.6218487 0.6581197
##  [2668] 0.7127660 0.7032967 0.7032967 0.5943396 0.6017699 0.6239316 0.6209677
##  [2675] 0.5916667 0.5726496 0.6666667 0.6105263 0.6739130 0.6194690 0.6306306
##  [2682] 0.6386555 0.6785714 0.6250000 0.6880734 0.5535714 0.5641026 0.5648148
##  [2689] 0.6976744 0.7096774 0.6851852 0.5272727 0.4313725 0.6785714 0.7078652
##  [2696] 0.6976744 0.6703297 0.6790123 0.6835443 0.7500000 0.6813187 0.6705882
##  [2703] 0.6578947 0.6860465 0.6923077 0.6976744 0.7058824 0.7083333 0.6022727
##  [2710] 0.6632653 0.6489362 0.6790123 0.6666667 0.7011494 0.6703297 0.6744186
##  [2717] 0.7281553 0.6265060 0.7272727 0.6543210 0.6666667 0.7093023 0.6867470
##  [2724] 0.7090909 0.7368421 0.7238095 0.7288136 0.6930693 0.6981132 0.7352941
##  [2731] 0.7264151 0.6250000 0.6375000 0.6829268 0.6666667 0.4782609 0.4285714
##  [2738] 0.3902439 0.6349206 0.7066667 0.6666667 0.4375000 0.4081633 0.4285714
##  [2745] 0.6666667 0.6774194 0.7232143 0.6119403 0.6438356 0.6119403 0.6777778
##  [2752] 0.7176471 0.6438356 0.6987952 0.6842105 0.6617647 0.6363636 0.6097561
##  [2759] 0.6511628 0.6404494 0.7045455 0.7222222 0.7173913 0.6292135 0.6333333
##  [2766] 0.6794872 0.7476636 0.7804878 0.7319588 0.7623762 0.7403846 0.6822430
##  [2773] 0.6304348 0.6562500 0.7078652 0.6666667 0.7142857 0.6976744 0.6250000
##  [2780] 0.5975610 0.6413043 0.7093023 0.7093023 0.5903614 0.6263736 0.7322835
##  [2787] 0.6705882 0.7078652 0.6813187 0.5769231 0.6938776 0.6813187 0.7142857
##  [2794] 0.5466667 0.5679012 0.7241379 0.7363636 0.7307692 0.6527778 0.7108434
##  [2801] 0.6493506 0.6551724 0.6969697 0.7211538 0.7065217 0.6511628 0.5844156
##  [2808] 0.4468085 0.4444444 0.4444444 0.6710526 0.6585366 0.6547619 0.6774194
##  [2815] 0.6703297 0.6629213 0.3829787 0.4727273 0.4897959 0.7294118 0.6835443
##  [2822] 0.7472527 0.7179487 0.6913580 0.6805556 0.6588235 0.6813187 0.6625000
##  [2829] 0.6382979 0.7142857 0.7123288 0.4736842 0.6436782 0.6739130 0.6477273
##  [2836] 0.6382979 0.6744186 0.6785714 0.7021277 0.6043956 0.5882353 0.6375000
##  [2843] 0.6516854 0.6375000 0.6777778 0.6704545 0.6900000 0.5869565 0.5918367
##  [2850] 0.6185567 0.6428571 0.6309524 0.6813187 0.6236559 0.6555556 0.6470588
##  [2857] 0.6091954 0.6321839 0.5500000 0.6321839 0.6590909 0.6818182 0.6814159
##  [2864] 0.7416667 0.6310680 0.6806723 0.6761905 0.6574074 0.6666667 0.7090909
##  [2871] 0.6428571 0.6190476 0.6144578 0.6627907 0.3958333 0.4468085 0.5102041
##  [2878] 0.5468750 0.6133333 0.5820896 0.4814815 0.4821429 0.5000000 0.6630435
##  [2885] 0.6315789 0.7068966 0.5714286 0.6052632 0.6111111 0.6875000 0.6666667
##  [2892] 0.6410256 0.6309524 0.6455696 0.6575342 0.5888889 0.5421687 0.5357143
##  [2899] 0.5934066 0.6555556 0.6593407 0.6702128 0.5505618 0.5714286 0.6075949
##  [2906] 0.6822430 0.7235772 0.6597938 0.7058824 0.6981132 0.6422018 0.5698925
##  [2913] 0.5979381 0.6739130 0.6447368 0.6521739 0.6477273 0.5777778 0.5813953
##  [2920] 0.5806452 0.7032967 0.6888889 0.5747126 0.6250000 0.6771654 0.6666667
##  [2927] 0.7021277 0.6631579 0.5783133 0.6764706 0.6631579 0.6521739 0.6024096
##  [2934] 0.5862069 0.6279070 0.7079646 0.7009346 0.6493506 0.6428571 0.6463415
##  [2941] 0.6067416 0.6796117 0.6915888 0.6595745 0.6179775 0.6024096 0.4000000
##  [2948] 0.4285714 0.4600000 0.5600000 0.6235294 0.5882353 0.7000000 0.6382979
##  [2955] 0.6451613 0.4629630 0.4310345 0.4117647 0.6627907 0.6785714 0.7263158
##  [2962] 0.7261905 0.6705882 0.6923077 0.6555556 0.6631579 0.6265060 0.6346154
##  [2969] 0.7049180 0.6710526 0.6395349 0.6989247 0.6741573 0.6344086 0.7159091
##  [2976] 0.6904762 0.7127660 0.6595745 0.6477273 0.6500000 0.6321839 0.6153846
##  [2983] 0.6436782 0.6352941 0.6315789 0.5666667 0.6020408 0.6145833 0.6385542
##  [2990] 0.6265060 0.6629213 0.6344086 0.6516854 0.6826923 0.6046512 0.6741573
##  [2997] 0.6144578 0.6279070 0.6704545 0.6309524 0.7130435 0.7288136 0.7387387
##  [3004] 0.6890756 0.6730769 0.6542056 0.6893204 0.7297297 0.6376812 0.6470588
##  [3011] 0.6428571 0.6744186 0.4489796 0.4347826 0.4680851 0.6857143 0.6794872
##  [3018] 0.6571429 0.4117647 0.4150943 0.4909091 0.7021277 0.6969697 0.7155172
##  [3025] 0.5441176 0.6363636 0.6056338 0.6842105 0.6627907 0.6184211 0.6744186
##  [3032] 0.6582278 0.6527778 0.5842697 0.5365854 0.5977011 0.6043956 0.6516854
##  [3039] 0.6847826 0.6808511 0.5934066 0.6562500 0.7023810 0.7500000 0.7716535
##  [3046] 0.6969697 0.7403846 0.7075472 0.6513761 0.5957447 0.6363636 0.6847826
##  [3053] 0.6216216 0.6774194 0.6590909 0.5730337 0.5764706 0.5913978 0.6551724
##  [3060] 0.6704545 0.5529412 0.5760870 0.6746032 0.6777778 0.7263158 0.7142857
##  [3067] 0.5189873 0.6862745 0.7010309 0.7319588 0.5443038 0.5647059 0.7142857
##  [3074] 0.7391304 0.6857143 0.6266667 0.6385542 0.5897436 0.6630435 0.7383178
##  [3081] 0.7009346 0.6842105 0.6593407 0.6144578 0.4807692 0.4166667 0.5098039
##  [3088] 0.5733333 0.6352941 0.6321839 0.7227723 0.6907216 0.6842105 0.4230769
##  [3095] 0.4745763 0.4313725 0.7333333 0.7356322 0.7755102 0.6913580 0.7126437
##  [3102] 0.7375000 0.6363636 0.6595745 0.6219512 0.6274510 0.7419355 0.7179487
##  [3109] 0.2921348 0.3068182 0.6260870 0.6542056 0.6822430 0.7008547 0.6581197
##  [3116] 0.6238532 0.4382022 0.4693878 0.5053763 0.4479167 0.4193548 0.4519231
##  [3123] 0.5585586 0.6341463 0.5739130 0.3636364 0.3139535 0.3695652 0.6140351
##  [3130] 0.5754717 0.5762712 0.6018519 0.6454545 0.6095238 0.3804348 0.4421053
##  [3137] 0.4468085 0.6335878 0.6884058 0.6640625 0.5939850 0.5555556 0.6000000
##  [3144] 0.6166667 0.6456693 0.6413043 0.3956044 0.4065934 0.3522727 0.6951220
##  [3151] 0.7283951 0.6962025 0.6179775 0.6041667 0.5955056 0.6666667 0.6627907
##  [3158] 0.6588235 0.5700935 0.5714286 0.6046512 0.4883721 0.4719101 0.4523810
##  [3165] 0.3917526 0.5825243 0.5054945 0.5353535 0.4431818 0.5116279 0.5727273
##  [3172] 0.5619048 0.5963303 0.6017699 0.4105263 0.4489796 0.4803922 0.5929204
##  [3179] 0.6086957 0.5858586 0.6097561 0.5939850 0.5714286 0.6034483 0.6229508
##  [3186] 0.5645161 0.5315315 0.5565217 0.5660377 0.4886364 0.5471698 0.3444444
##  [3193] 0.5636364 0.5660377 0.5405405 0.4255319 0.3555556 0.5740741 0.5789474
##  [3200] 0.6056338 0.6111111 0.6428571 0.6228070 0.6296296 0.6475410 0.6228070
##  [3207] 0.5871560 0.5686275 0.5833333 0.5769231 0.6141732 0.5304348 0.4047619
##  [3214] 0.4000000 0.3793103 0.6491228 0.6166667 0.5344828 0.5945946 0.6339286
##  [3221] 0.6605505 0.6904762 0.6790123 0.6790123 0.6200000 0.6388889 0.6111111
##  [3228] 0.6440678 0.6260870 0.6071429 0.6547619 0.6091954 0.6296296 0.6697248
##  [3235] 0.7064220 0.6754386 0.7075472 0.6250000 0.7307692 0.5754717 0.5982143
##  [3242] 0.5742574 0.7051282 0.7471264 0.6900000 0.3723404 0.6611570 0.6785714
##  [3249] 0.6936937 0.6779661 0.6910569 0.6371681 0.5104167 0.5333333 0.5408163
##  [3256] 0.5145631 0.4591837 0.5267857 0.6557377 0.6562500 0.6341463 0.4255319
##  [3263] 0.3626374 0.3958333 0.6386555 0.6283186 0.6240000 0.6403509 0.7142857
##  [3270] 0.6725664 0.5000000 0.5242718 0.4848485 0.6444444 0.6879433 0.6434109
##  [3277] 0.6643357 0.6269841 0.6541353 0.6290323 0.6356589 0.6276596 0.5294118
##  [3284] 0.4795918 0.4315789 0.6941176 0.7701149 0.7108434 0.6489362 0.6470588
##  [3291] 0.6421053 0.7111111 0.6923077 0.7311828 0.5855856 0.6101695 0.6370370
##  [3298] 0.5744681 0.5567010 0.5274725 0.4466019 0.5849057 0.5416667 0.5809524
##  [3305] 0.5000000 0.5333333 0.6120690 0.6160714 0.6106195 0.6386555 0.4653465
##  [3312] 0.5000000 0.5140187 0.6186441 0.6333333 0.6285714 0.6538462 0.6159420
##  [3319] 0.5739130 0.6050420 0.6240000 0.6000000 0.5966387 0.6065574 0.5688073
##  [3326] 0.5578947 0.5765766 0.4387755 0.6271186 0.6071429 0.6166667 0.4646465
##  [3333] 0.4000000 0.6379310 0.6166667 0.6442953 0.6126126 0.6194690 0.6355932
##  [3340] 0.6428571 0.6480000 0.6470588 0.6495726 0.6486486 0.6347826 0.5925926
##  [3347] 0.6466165 0.6269841 0.4318182 0.4583333 0.4574468 0.6722689 0.6400000
##  [3354] 0.6190476 0.6440678 0.6581197 0.7068966 0.7045455 0.7386364 0.7241379
##  [3361] 0.6728972 0.6396396 0.6371681 0.6333333 0.6271186 0.6324786 0.6853933
##  [3368] 0.6702128 0.6931818 0.7155172 0.6818182 0.7083333 0.7181818 0.6756757
##  [3375] 0.7047619 0.6160714 0.6470588 0.6168224 0.7195122 0.7444444 0.6893204
##  [3382] 0.6638655 0.6574074 0.6972477 0.6923077 0.6722689 0.6517857 0.4444444
##  [3389] 0.4432990 0.5263158 0.4536082 0.4255319 0.4423077 0.5495495 0.6033058
##  [3396] 0.5897436 0.3888889 0.3409091 0.3033708 0.6173913 0.6055046 0.6033058
##  [3403] 0.6428571 0.6842105 0.6636364 0.4210526 0.4639175 0.4687500 0.6153846
##  [3410] 0.6811594 0.6240000 0.6074074 0.5470085 0.5920000 0.6083333 0.6377953
##  [3417] 0.6451613 0.4193548 0.4301075 0.3595506 0.6987952 0.7469880 0.7160494
##  [3424] 0.6373626 0.6363636 0.6451613 0.6860465 0.6818182 0.6931818 0.5871560
##  [3431] 0.5877193 0.6287879 0.4767442 0.4606742 0.4942529 0.4300000 0.5865385
##  [3438] 0.5425532 0.5400000 0.4666667 0.5172414 0.5636364 0.6055046 0.5871560
##  [3445] 0.5675676 0.4000000 0.4062500 0.4854369 0.5714286 0.6239316 0.6176471
##  [3452] 0.6129032 0.5970149 0.5625000 0.5701754 0.6147541 0.5327869 0.5739130
##  [3459] 0.5350877 0.5288462 0.5111111 0.5238095 0.3870968 0.5412844 0.5700935
##  [3466] 0.5446429 0.3978495 0.3804348 0.6036036 0.5948276 0.5985915 0.6146789
##  [3473] 0.6090909 0.6140351 0.6330275 0.6280992 0.5636364 0.6403509 0.5728155
##  [3480] 0.5871560 0.5943396 0.6062992 0.6065574 0.3734940 0.4065934 0.4395604
##  [3487] 0.6864407 0.6311475 0.5750000 0.6106195 0.6608696 0.6875000 0.7093023
##  [3494] 0.7142857 0.6666667 0.6634615 0.6785714 0.6637168 0.6583333 0.6173913
##  [3501] 0.5982143 0.6744186 0.6136364 0.6666667 0.6605505 0.7090909 0.6782609
##  [3508] 0.7454545 0.6666667 0.7452830 0.5794393 0.6140351 0.6057692 0.7250000
##  [3515] 0.7500000 0.6930693 0.5192308 0.5339806 0.5535714 0.4095238 0.3838384
##  [3522] 0.6814159 0.6554622 0.6576577 0.6859504 0.6581197 0.6535433 0.6065574
##  [3529] 0.5873016 0.6080000 0.6250000 0.6403509 0.6554622 0.5641026 0.5752212
##  [3536] 0.5645161 0.4059406 0.5000000 0.4242424 0.6052632 0.6140351 0.6666667
##  [3543] 0.5461538 0.5955882 0.5748031 0.6028369 0.6124031 0.5433071 0.6031746
##  [3550] 0.5781250 0.6224490 0.6315789 0.6283186 0.6637931 0.7000000 0.7011494
##  [3557] 0.7444444 0.6428571 0.6415094 0.6224490 0.7021277 0.6842105 0.6947368
##  [3564] 0.5826087 0.5593220 0.5820896 0.5416667 0.5400000 0.6000000 0.6504065
##  [3571] 0.5283019 0.5252525 0.5238095 0.6756757 0.6857143 0.5726496 0.5092593
##  [3578] 0.6068376 0.6229508 0.6803279 0.6935484 0.6693548 0.5677966 0.6178862
##  [3585] 0.6111111 0.5748031 0.6028369 0.6065574 0.5901639 0.6201550 0.5970149
##  [3592] 0.5338983 0.6141732 0.6034483 0.5980392 0.5982906 0.6750000 0.5882353
##  [3599] 0.5913043 0.6016260 0.7154472 0.6495726 0.6101695 0.5901639 0.5945946
##  [3606] 0.5714286 0.5913043 0.5603448 0.6722689 0.5294118 0.5847458 0.5614035
##  [3613] 0.6194690 0.5826087 0.5765766 0.6119403 0.5680000 0.6788991 0.6608696
##  [3620] 0.6517857 0.4077670 0.5691057 0.5483871 0.6280992 0.4476190 0.4705882
##  [3627] 0.7096774 0.7000000 0.7000000 0.5050505 0.4757282 0.4905660 0.5087719
##  [3634] 0.5263158 0.5045045 0.7052632 0.6210526 0.6989247 0.5096154 0.5619048
##  [3641] 0.5877193 0.5865385 0.5428571 0.6213592 0.5363636 0.5089286 0.5740741
##  [3648] 0.6941176 0.7204301 0.6039604 0.4606742 0.5200000 0.5288462 0.4791667
##  [3655] 0.6500000 0.6481481 0.6764706 0.6818182 0.6635514 0.6806723 0.6551724
##  [3662] 0.6446281 0.6440678 0.6274510 0.6822430 0.6964286 0.6000000 0.6000000
##  [3669] 0.5862069 0.5300000 0.5500000 0.5510204 0.6448598 0.6153846 0.6972477
##  [3676] 0.5294118 0.5952381 0.5603448 0.5813953 0.6134454 0.5750000 0.5913043
##  [3683] 0.5132743 0.5930233 0.6346154 0.6698113 0.6698113 0.7283951 0.7468354
##  [3690] 0.7468354 0.6321839 0.6315789 0.6703297 0.6987952 0.6785714 0.6904762
##  [3697] 0.5673077 0.5283019 0.5920000 0.6000000 0.5652174 0.6153846 0.6548673
##  [3704] 0.5360825 0.5333333 0.5463918 0.7087379 0.6947368 0.6216216 0.5865385
##  [3711] 0.6454545 0.6949153 0.6875000 0.6545455 0.6517857 0.6403509 0.6551724
##  [3718] 0.5833333 0.5966387 0.5703125 0.5688073 0.6140351 0.5357143 0.6615385
##  [3725] 0.5929204 0.6721311 0.5631068 0.5824176 0.5981308 0.6697248 0.6250000
##  [3732] 0.6037736 0.6140351 0.6909091 0.7027027 0.6486486 0.6140351 0.6527778
##  [3739] 0.5544554 0.5346535 0.5566038 0.7256637 0.5092593 0.5428571 0.5576923
##  [3746] 0.6213592 0.6454545 0.5742574 0.5546218 0.5652174 0.7000000 0.6915888
##  [3753] 0.6826923 0.5148515 0.5535714 0.5565217 0.6306306 0.5100000 0.5052632
##  [3760] 0.7073171 0.6962025 0.7283951 0.5894737 0.5980392 0.5544554 0.5142857
##  [3767] 0.4901961 0.5098039 0.7176471 0.6395349 0.7108434 0.5157895 0.4945055
##  [3774] 0.5728155 0.4886364 0.5053763 0.5454545 0.5728155 0.5963303 0.6138614
##  [3781] 0.6527778 0.6000000 0.5568182 0.4574468 0.5436893 0.5257732 0.7184466
##  [3788] 0.7000000 0.6930693 0.7321429 0.7037037 0.6837607 0.7142857 0.6910569
##  [3795] 0.7024793 0.6699029 0.6730769 0.7000000 0.5480769 0.5742574 0.6120690
##  [3802] 0.5454545 0.5940594 0.5212766 0.6603774 0.6176471 0.7009346 0.5423729
##  [3809] 0.6080000 0.5614035 0.6466165 0.6386555 0.5882353 0.5929204 0.5652174
##  [3816] 0.6279070 0.6504854 0.6601942 0.6857143 0.7500000 0.7532468 0.7532468
##  [3823] 0.7111111 0.6344086 0.6741573 0.7037037 0.7142857 0.7261905 0.6226415
##  [3830] 0.5833333 0.5934959 0.5862069 0.6129032 0.6022727 0.6814159 0.5520833
##  [3837] 0.5505618 0.5319149 0.7254902 0.7127660 0.5849057 0.5742574 0.6226415
##  [3844] 0.7094017 0.7256637 0.6936937 0.6785714 0.6666667 0.6695652 0.6000000
##  [3851] 0.6218487 0.6259542 0.6090909 0.6036036 0.5877193 0.6946565 0.6194690
##  [3858] 0.6750000 0.5922330 0.6304348 0.6388889 0.6972477 0.6637168 0.6448598
##  [3865] 0.6637931 0.6944444 0.6822430 0.6756757 0.6283186 0.6827586 0.5700000
##  [3872] 0.5500000 0.5849057 0.7297297 0.5233645 0.5294118 0.6000000 0.6237624
##  [3879] 0.6605505 0.6039604 0.5798319 0.6153846 0.6907216 0.6826923 0.6732673
##  [3886] 0.5300000 0.5675676 0.6068376 0.6203704 0.5252525 0.5368421 0.7125000
##  [3893] 0.7179487 0.7179487 0.5760870 0.5416667 0.5700000 0.5566038 0.4900000
##  [3900] 0.4949495 0.7073171 0.6428571 0.7469880 0.5625000 0.4943820 0.6019417
##  [3907] 0.5057471 0.5217391 0.4939759 0.6019417 0.5576923 0.6020408 0.6571429
##  [3914] 0.5833333 0.5581395 0.6000000 0.5333333 0.6509434 0.6608696 0.6759259
##  [3921] 0.6695652 0.6396396 0.6585366 0.6984127 0.6870229 0.6976744 0.6785714
##  [3928] 0.6814159 0.6949153 0.5535714 0.6160714 0.5901639 0.5514019 0.6460177
##  [3935] 0.5714286 0.6578947 0.6306306 0.6956522 0.5121951 0.5546875 0.5169492
##  [3942] 0.6357143 0.6048387 0.6015625 0.5714286 0.5806452 0.6701031 0.6607143
##  [3949] 0.6929825 0.6929825 0.7528090 0.7977528 0.7701149 0.7300000 0.6981132
##  [3956] 0.6969697 0.7252747 0.7204301 0.7708333 0.6228070 0.5862069 0.6060606
##  [3963] 0.5744681 0.6000000 0.6464646 0.6776860 0.5576923 0.5714286 0.5673077
##  [3970] 0.7297297 0.7307692 0.6000000 0.5648148 0.6106195 0.6935484 0.6752137
##  [3977] 0.6666667 0.6859504 0.6416667 0.6666667 0.6153846 0.6220472 0.6058394
##  [3984] 0.5862069 0.5565217 0.5785124 0.6518519 0.6311475 0.6614173 0.5555556
##  [3991] 0.6020408 0.6017699 0.6923077 0.6500000 0.6434783 0.6393443 0.7118644
##  [3998] 0.7008547 0.7154472 0.6280992 0.6533333 0.5333333 0.5555556 0.5625000
##  [4005] 0.7118644 0.5044248 0.5752212 0.5892857 0.6956522 0.6916667 0.5384615
##  [4012] 0.5714286 0.5934959 0.6857143 0.7017544 0.7053571 0.5765766 0.5950413
##  [4019] 0.6190476 0.6086957 0.5855856 0.5981308 0.7608696 0.7528090 0.7666667
##  [4026] 0.6078431 0.5887850 0.6000000 0.5357143 0.5000000 0.4905660 0.7553191
##  [4033] 0.6979167 0.7500000 0.5533981 0.5204082 0.5779817 0.5157895 0.5151515
##  [4040] 0.5684211 0.5779817 0.5625000 0.5904762 0.6708861 0.6219512 0.5638298
##  [4047] 0.3939394 0.6666667 0.6410256 0.6785714 0.6610169 0.6315789 0.6507937
##  [4054] 0.6147541 0.6171875 0.6048387 0.6695652 0.6608696 0.6859504 0.5221239
##  [4061] 0.5321101 0.5609756 0.4905660 0.4660194 0.4803922 0.6017699 0.6228070
##  [4068] 0.6752137 0.5757576 0.6029412 0.5365854 0.5899281 0.6093750 0.5511811
##  [4075] 0.6111111 0.5634921 0.6185567 0.6160714 0.6608696 0.6608696 0.7111111
##  [4082] 0.7126437 0.7272727 0.6391753 0.6116505 0.6732673 0.6703297 0.6808511
##  [4089] 0.6774194 0.5663717 0.5431034 0.5789474 0.5520833 0.5784314 0.5816327
##  [4096] 0.6585366 0.5238095 0.5204082 0.5471698 0.6964286 0.6952381 0.5689655
##  [4103] 0.5321101 0.5913043 0.6640000 0.6554622 0.6803279 0.6557377 0.6115702
##  [4110] 0.6370968 0.6203704 0.5937500 0.6099291 0.6147541 0.5508475 0.5840000
##  [4117] 0.6148148 0.5546218 0.6111111 0.6000000 0.5940594 0.5826087 0.6942149
##  [4124] 0.5966387 0.5752212 0.5750000 0.7338710 0.6916667 0.6068376 0.6097561
##  [4131] 0.6107383 0.5929204 0.5752212 0.5565217 0.6694915 0.5254237 0.5565217
##  [4138] 0.5826087 0.6160714 0.6153846 0.5855856 0.5877863 0.5760000 0.7000000
##  [4145] 0.6810345 0.6842105 0.4476190 0.5294118 0.5793651 0.6016949 0.4117647
##  [4152] 0.5096154 0.6777778 0.6966292 0.6666667 0.4845361 0.5142857 0.5000000
##  [4159] 0.5304348 0.5478261 0.5000000 0.6881720 0.6170213 0.6813187 0.5607477
##  [4166] 0.5981308 0.5321101 0.5544554 0.5660377 0.5900000 0.5185185 0.5565217
##  [4173] 0.5566038 0.7058824 0.7032967 0.6407767 0.6571429 0.6548673 0.6571429
##  [4180] 0.6517857 0.6330275 0.6639344 0.6271186 0.6065574 0.6050420 0.6481481
##  [4187] 0.6388889 0.6666667 0.5840708 0.5700935 0.6065574 0.4226804 0.4270833
##  [4194] 0.4086022 0.5887850 0.6111111 0.6785714 0.5163934 0.5703125 0.5338983
##  [4201] 0.6102941 0.5983607 0.5840000 0.5762712 0.5619835 0.6344086 0.5904762
##  [4208] 0.6513761 0.6513761 0.6867470 0.7037037 0.7195122 0.6702128 0.6400000
##  [4215] 0.6489362 0.6588235 0.6551724 0.6666667 0.6036036 0.5789474 0.5891473
##  [4222] 0.5333333 0.5473684 0.5652174 0.6610169 0.4897959 0.4494382 0.4687500
##  [4229] 0.6634615 0.6734694 0.5545455 0.4851485 0.5648148 0.6206897 0.6578947
##  [4236] 0.6608696 0.6694915 0.6000000 0.6034483 0.6078431 0.6160000 0.6102941
##  [4243] 0.5663717 0.5614035 0.5217391 0.5826772 0.5526316 0.5882353 0.6000000
##  [4250] 0.5483871 0.5945946 0.6517857 0.5840708 0.5607477 0.5614035 0.6842105
##  [4257] 0.6725664 0.6315789 0.5739130 0.6013986 0.5660377 0.5607477 0.5675676
##  [4264] 0.6363636 0.5221239 0.5803571 0.5688073 0.5631068 0.5648148 0.5576923
##  [4271] 0.6307692 0.5983607 0.6666667 0.6481481 0.6635514 0.3917526 0.5641026
##  [4278] 0.5901639 0.6495726 0.3854167 0.4583333 0.6666667 0.6707317 0.6543210
##  [4285] 0.4444444 0.4795918 0.4800000 0.5137615 0.4905660 0.5233645 0.6781609
##  [4292] 0.5697674 0.6860465 0.5728155 0.5841584 0.5833333 0.5212766 0.5353535
##  [4299] 0.5894737 0.5288462 0.5412844 0.5825243 0.6623377 0.6941176 0.5698925
##  [4306] 0.3977273 0.4146341 0.3720930 0.3170732 0.4329897 0.5754717 0.6052632
##  [4313] 0.5909091 0.4831461 0.4719101 0.4505495 0.6074766 0.5800000 0.6052632
##  [4320] 0.6213592 0.7037037 0.6568627 0.4269663 0.4725275 0.4431818 0.6614173
##  [4327] 0.7259259 0.6500000 0.6201550 0.5840708 0.6166667 0.6347826 0.6639344
##  [4334] 0.6666667 0.4069767 0.4719101 0.3809524 0.6933333 0.7123288 0.6571429
##  [4341] 0.5925926 0.6559140 0.6352941 0.6447368 0.6582278 0.6538462 0.6153846
##  [4348] 0.6018519 0.6640625 0.5061728 0.5058824 0.4683544 0.4021739 0.5729167
##  [4355] 0.5402299 0.5833333 0.4390244 0.4743590 0.5769231 0.6213592 0.6019417
##  [4362] 0.6074766 0.3863636 0.3563218 0.4468085 0.5576923 0.6272727 0.6063830
##  [4369] 0.6271186 0.6201550 0.5339806 0.5700935 0.5803571 0.5916667 0.5871560
##  [4376] 0.5462963 0.5257732 0.4878049 0.5051546 0.4444444 0.5943396 0.5980392
##  [4383] 0.5566038 0.4891304 0.4891304 0.6057692 0.5963303 0.6204380 0.6442308
##  [4390] 0.6635514 0.6785714 0.6372549 0.6071429 0.6422018 0.6057692 0.6020408
##  [4397] 0.5882353 0.5670103 0.6311475 0.5840708 0.3766234 0.4482759 0.4651163
##  [4404] 0.6448598 0.6228070 0.5877193 0.6000000 0.6415094 0.6568627 0.7051282
##  [4411] 0.6756757 0.6575342 0.6562500 0.6601942 0.6571429 0.6754386 0.6576577
##  [4418] 0.6132075 0.6315789 0.6000000 0.6578947 0.6796117 0.7307692 0.6603774
##  [4425] 0.7070707 0.6600000 0.7319588 0.5800000 0.6168224 0.6082474 0.7042254
##  [4432] 0.7341772 0.6881720 0.4333333 0.3586957 0.3804348 0.4019608 0.5789474
##  [4439] 0.5950413 0.5565217 0.5400000 0.4361702 0.4800000 0.5840708 0.5700935
##  [4446] 0.5593220 0.5963303 0.6396396 0.6545455 0.4105263 0.4210526 0.3913043
##  [4453] 0.5859375 0.6642336 0.6377953 0.5789474 0.5384615 0.5725806 0.6451613
##  [4460] 0.6717557 0.6489362 0.4583333 0.5151515 0.4361702 0.7023810 0.7195122
##  [4467] 0.7195122 0.6413043 0.6122449 0.6489362 0.6588235 0.6704545 0.6818182
##  [4474] 0.6283186 0.5663717 0.6315789 0.5333333 0.4494382 0.4470588 0.4356436
##  [4481] 0.5200000 0.5000000 0.5000000 0.4382022 0.5057471 0.5929204 0.5700935
##  [4488] 0.6036036 0.5840708 0.4062500 0.4444444 0.3979592 0.5625000 0.6034483
##  [4495] 0.6213592 0.5819672 0.5681818 0.5000000 0.5357143 0.5593220 0.5365854
##  [4502] 0.5775862 0.5517241 0.4444444 0.4482759 0.4400000 0.5339806 0.5585586
##  [4509] 0.5740741 0.5614035 0.5294118 0.4848485 0.6071429 0.6101695 0.6013986
##  [4516] 0.6055046 0.6250000 0.6293103 0.6238532 0.6198347 0.5929204 0.5818182
##  [4523] 0.5631068 0.6160714 0.5849057 0.6307692 0.5508475 0.5217391 0.4791667
##  [4530] 0.4947368 0.6434783 0.6560000 0.5666667 0.6495726 0.6283186 0.6168224
##  [4537] 0.7126437 0.6867470 0.6707317 0.6538462 0.6454545 0.6181818 0.6611570
##  [4544] 0.6324786 0.5892857 0.6781609 0.6333333 0.6860465 0.6756757 0.7000000
##  [4551] 0.6460177 0.7129630 0.6697248 0.6990291 0.5566038 0.6052632 0.5686275
##  [4558] 0.6794872 0.7093023 0.6831683 0.4444444 0.3953488 0.4800000 0.6146789
##  [4565] 0.6410256 0.6160714 0.4831461 0.4367816 0.4838710 0.6330275 0.6213592
##  [4572] 0.6173913 0.6078431 0.6792453 0.6699029 0.5106383 0.5053763 0.5108696
##  [4579] 0.6821705 0.7164179 0.6935484 0.6716418 0.6554622 0.6393443 0.6916667
##  [4586] 0.6960000 0.6818182 0.4945055 0.5376344 0.4545455 0.6933333 0.6944444
##  [4593] 0.6944444 0.6744186 0.6111111 0.6511628 0.6266667 0.6750000 0.6708861
##  [4600] 0.6666667 0.6396396 0.6946565 0.5595238 0.4880952 0.5421687 0.4687500
##  [4607] 0.5425532 0.5402299 0.5376344 0.4578313 0.4936709 0.6037736 0.5800000
##  [4614] 0.6285714 0.6454545 0.4565217 0.4285714 0.4631579 0.6238532 0.6637168
##  [4621] 0.6632653 0.6721311 0.6515152 0.5619048 0.5833333 0.6052632 0.6260163
##  [4628] 0.6126126 0.6106195 0.4787234 0.5060241 0.5204082 0.5263158 0.6203704
##  [4635] 0.6380952 0.5833333 0.5212766 0.4725275 0.6448598 0.5963303 0.6102941
##  [4642] 0.6310680 0.6380952 0.6545455 0.6634615 0.6551724 0.6666667 0.6190476
##  [4649] 0.6568627 0.6542056 0.6504854 0.6953125 0.5964912 0.4756098 0.4302326
##  [4656] 0.4470588 0.6448598 0.7024793 0.6355932 0.6875000 0.6666667 0.6568627
##  [4663] 0.7051282 0.6756757 0.6575342 0.6969697 0.6470588 0.6698113 0.6869565
##  [4670] 0.6696429 0.6388889 0.6493506 0.6172840 0.6753247 0.6666667 0.7058824
##  [4677] 0.6728972 0.7200000 0.6732673 0.6774194 0.6078431 0.6422018 0.6224490
##  [4684] 0.7042254 0.7341772 0.7021277 0.2988506 0.3960396 0.5363636 0.5677966
##  [4691] 0.5398230 0.5204082 0.4468085 0.4591837 0.5803571 0.5794393 0.5555556
##  [4698] 0.6306306 0.6607143 0.6875000 0.4375000 0.4479167 0.4021739 0.6363636
##  [4705] 0.7092199 0.6456693 0.5864662 0.5593220 0.6031746 0.6311475 0.6484375
##  [4712] 0.6736842 0.4193548 0.4948454 0.4468085 0.7142857 0.7469880 0.7317073
##  [4719] 0.6067416 0.5937500 0.6451613 0.6705882 0.6818182 0.6931818 0.6126126
##  [4726] 0.6120690 0.6492537 0.5113636 0.4945055 0.4767442 0.4455446 0.5728155
##  [4733] 0.5108696 0.5544554 0.4494382 0.5000000 0.5504587 0.5925926 0.5607477
##  [4740] 0.5545455 0.3829787 0.3723404 0.3917526 0.5840708 0.6120690 0.6176471
##  [4747] 0.5901639 0.5864662 0.5092593 0.5575221 0.5677966 0.4830508 0.5486726
##  [4754] 0.4954955 0.4851485 0.4418605 0.4951456 0.4848485 0.5277778 0.5700935
##  [4761] 0.4907407 0.5100000 0.4949495 0.6036036 0.6068376 0.5683453 0.6272727
##  [4768] 0.6216216 0.6140351 0.5943396 0.6280992 0.6140351 0.6283186 0.5588235
##  [4775] 0.5871560 0.5809524 0.6279070 0.5593220 0.4831461 0.4736842 0.4731183
##  [4782] 0.6521739 0.6532258 0.5983607 0.6106195 0.6371681 0.6636364 0.6941176
##  [4789] 0.6987952 0.6987952 0.6634615 0.6296296 0.6146789 0.6803279 0.6638655
##  [4796] 0.6228070 0.6588235 0.6444444 0.6823529 0.7079646 0.7207207 0.6548673
##  [4803] 0.7339450 0.6788991 0.7333333 0.5384615 0.5765766 0.5922330 0.7088608
##  [4810] 0.7640449 0.7058824 0.3673469 0.5277778 0.6083333 0.5446429 0.4947368
##  [4817] 0.3820225 0.4148936 0.5855856 0.5849057 0.5603448 0.6363636 0.6545455
##  [4824] 0.6448598 0.4086022 0.4361702 0.4065934 0.6515152 0.6861314 0.6290323
##  [4831] 0.5909091 0.5641026 0.6080000 0.6363636 0.6535433 0.6521739 0.4239130
##  [4838] 0.4516129 0.3636364 0.7073171 0.7407407 0.6923077 0.6292135 0.5851064
##  [4845] 0.6222222 0.6626506 0.6744186 0.6705882 0.5925926 0.6052632 0.6335878
##  [4852] 0.4823529 0.4659091 0.5000000 0.3854167 0.5500000 0.5000000 0.5454545
##  [4859] 0.4545455 0.4698795 0.5420561 0.5576923 0.5660377 0.5727273 0.3516484
##  [4866] 0.3406593 0.3958333 0.5636364 0.6173913 0.6100000 0.6178862 0.6119403
##  [4873] 0.5140187 0.5363636 0.5478261 0.5609756 0.5405405 0.5398230 0.4900000
##  [4880] 0.4470588 0.4700000 0.4742268 0.5596330 0.5480769 0.5092593 0.4845361
##  [4887] 0.4361702 0.5833333 0.5752212 0.5827338 0.6330275 0.6146789 0.6194690
##  [4894] 0.5865385 0.6101695 0.6315789 0.6339286 0.5784314 0.5794393 0.5300000
##  [4901] 0.6220472 0.5391304 0.4352941 0.4285714 0.4269663 0.6216216 0.6250000
##  [4908] 0.5677966 0.5909091 0.6428571 0.6697248 0.7023810 0.6913580 0.6750000
##  [4915] 0.6568627 0.6355140 0.6074766 0.6525424 0.6465517 0.6036036 0.6506024
##  [4922] 0.6046512 0.6746988 0.6415094 0.7155963 0.6607143 0.6796117 0.6476190
##  [4929] 0.7403846 0.5436893 0.5818182 0.5408163 0.7179487 0.7294118 0.6734694
##  [4936] 0.5462185 0.5968992 0.5371901 0.5327103 0.4509804 0.4476190 0.5750000
##  [4943] 0.5982906 0.5403226 0.5862069 0.6721311 0.6173913 0.4571429 0.4666667
##  [4950] 0.4563107 0.5985401 0.6338028 0.6470588 0.5714286 0.5203252 0.5648855
##  [4957] 0.6015625 0.6397059 0.6601942 0.4711538 0.5233645 0.4509804 0.7368421
##  [4964] 0.7526882 0.7252747 0.6796117 0.6261682 0.6601942 0.6842105 0.6938776
##  [4971] 0.6907216 0.5932203 0.5934959 0.5912409 0.5408163 0.5533981 0.5257732
##  [4978] 0.4495413 0.5675676 0.5533981 0.5504587 0.4848485 0.5312500 0.5217391
##  [4985] 0.5614035 0.5438596 0.5750000 0.3762376 0.3980583 0.4150943 0.5546218
##  [4992] 0.6048387 0.6339286 0.5954198 0.5915493 0.4956522 0.5416667 0.5634921
##  [4999] 0.5193798 0.5333333 0.5447154 0.4862385 0.4948454 0.4954955 0.5405405
##  [5006] 0.5630252 0.5267857 0.5169492 0.4811321 0.4811321 0.5221239 0.5655738
##  [5013] 0.5140845 0.6302521 0.6250000 0.6178862 0.5752212 0.6093750 0.6290323
##  [5020] 0.5966387 0.5675676 0.5438596 0.5625000 0.6000000 0.5322581 0.5000000
##  [5027] 0.4903846 0.4752475 0.6640000 0.6015625 0.5241935 0.5798319 0.6504065
##  [5034] 0.6293103 0.7448980 0.7368421 0.6956522 0.6396396 0.6324786 0.6186441
##  [5041] 0.6484375 0.6209677 0.6147541 0.6875000 0.6185567 0.7083333 0.6722689
##  [5048] 0.7166667 0.6333333 0.7394958 0.6666667 0.7280702 0.5357143 0.5950413
##  [5055] 0.5596330 0.7333333 0.7551020 0.6909091 0.3928571 0.3853211 0.6315789
##  [5062] 0.5727273 0.5535714 0.6290323 0.6528926 0.5937500 0.5826087 0.6470588
##  [5069] 0.6260870 0.5625000 0.5964912 0.6017699 0.5851852 0.7046980 0.5923077
##  [5076] 0.5683453 0.5859375 0.5615385 0.6307692 0.6370370 0.6952381 0.5370370
##  [5083] 0.5855856 0.5727273 0.6629213 0.6781609 0.7078652 0.6633663 0.6846847
##  [5090] 0.6826923 0.6222222 0.6043956 0.5681818 0.6475410 0.5901639 0.5985401
##  [5097] 0.5656566 0.5904762 0.6078431 0.6000000 0.6379310 0.6422018 0.6581197
##  [5104] 0.6454545 0.6792453 0.4910714 0.4907407 0.4862385 0.4545455 0.5575221
##  [5111] 0.5862069 0.5847458 0.4311927 0.5172414 0.6548673 0.6343284 0.6369863
##  [5118] 0.6349206 0.6511628 0.6466165 0.4552846 0.4375000 0.4786325 0.6446281
##  [5125] 0.6057692 0.6393443 0.5752212 0.4403670 0.4814815 0.4736842 0.6554622
##  [5132] 0.5840708 0.4038462 0.4464286 0.4558824 0.6611570 0.6446281 0.6480000
##  [5139] 0.4615385 0.6171875 0.6480000 0.6612903 0.4509804 0.4433962 0.6440678
##  [5146] 0.5970149 0.5968992 0.6226415 0.6071429 0.6090909 0.6050420 0.6093750
##  [5153] 0.5781250 0.6341463 0.6134454 0.6017699 0.6444444 0.6321839 0.6629213
##  [5160] 0.6363636 0.6525424 0.5913043 0.6349206 0.5950413 0.6229508 0.5955056
##  [5167] 0.5384615 0.6483516 0.6347826 0.7033898 0.6960000 0.7155172 0.6974790
##  [5174] 0.7478261 0.5948276 0.5431034 0.6071429 0.7582418 0.7900000 0.6880734
##  [5181] 0.4000000 0.6446281 0.6016949 0.5833333 0.5760000 0.5867769 0.5757576
##  [5188] 0.5750000 0.6480000 0.6050420 0.6370968 0.6115702 0.6612903 0.5785714
##  [5195] 0.6600000 0.5530303 0.5625000 0.5789474 0.5447761 0.6119403 0.6187050
##  [5202] 0.6697248 0.5932203 0.6016949 0.6363636 0.6489362 0.7052632 0.7319588
##  [5209] 0.6635514 0.6608696 0.6574074 0.6800000 0.6224490 0.6326531 0.6377953
##  [5216] 0.6046512 0.5915493 0.5981308 0.6551724 0.6607143 0.6031746 0.6166667
##  [5223] 0.6434783 0.6363636 0.6806723 0.6902655 0.4871795 0.4867257 0.4824561
##  [5230] 0.4655172 0.6209677 0.6129032 0.6000000 0.3873874 0.5000000 0.6440678
##  [5237] 0.6159420 0.6107383 0.6363636 0.6617647 0.6277372 0.4531250 0.4491525
##  [5244] 0.4628099 0.6562500 0.6460177 0.6406250 0.5916667 0.4247788 0.4912281
##  [5251] 0.4576271 0.6875000 0.6229508 0.4324324 0.4958678 0.4428571 0.6290323
##  [5258] 0.6349206 0.6488550 0.4864865 0.5877863 0.6062992 0.6299213 0.4770642
##  [5265] 0.4690265 0.5762712 0.5899281 0.5789474 0.6371681 0.6446281 0.6120690
##  [5272] 0.5967742 0.5801527 0.5820896 0.6250000 0.6160000 0.5932203 0.6597938
##  [5279] 0.6631579 0.6770833 0.6260870 0.6083333 0.5714286 0.6363636 0.5984252
##  [5286] 0.6031746 0.6428571 0.5900000 0.6767677 0.6585366 0.6694215 0.6846154
##  [5293] 0.7235772 0.6960000 0.7226891 0.5750000 0.5250000 0.6333333 0.7525773
##  [5300] 0.7714286 0.6982759 0.6440678 0.5752212 0.5689655 0.6080000 0.6422764
##  [5307] 0.5736434 0.5726496 0.6475410 0.6153846 0.5897436 0.5862069 0.6034483
##  [5314] 0.5661765 0.6866667 0.5939850 0.5182482 0.5658915 0.5746269 0.6106870
##  [5321] 0.6277372 0.6698113 0.5272727 0.5752212 0.6000000 0.6483516 0.6923077
##  [5328] 0.6923077 0.6761905 0.6725664 0.6698113 0.6666667 0.6354167 0.6170213
##  [5335] 0.6480000 0.6141732 0.5899281 0.5686275 0.5794393 0.6095238 0.6016260
##  [5342] 0.6500000 0.6181818 0.6355932 0.6460177 0.6285714 0.5086207 0.4818182
##  [5349] 0.5044248 0.4464286 0.5847458 0.6000000 0.5983607 0.4090909 0.4695652
##  [5356] 0.6434783 0.6250000 0.6283784 0.5806452 0.6201550 0.6268657 0.4354839
##  [5363] 0.4159292 0.4310345 0.6000000 0.5943396 0.5950413 0.5652174 0.3888889
##  [5370] 0.4444444 0.4385965 0.6333333 0.5982906 0.4259259 0.4786325 0.4379562
##  [5377] 0.6280992 0.6451613 0.6269841 0.5357143 0.6390977 0.5934959 0.6290323
##  [5384] 0.4716981 0.5304348 0.6333333 0.6187050 0.5546875 0.6363636 0.6086957
##  [5391] 0.6228070 0.6290323 0.6106870 0.5801527 0.6349206 0.6033058 0.6034483
##  [5398] 0.6595745 0.6333333 0.6914894 0.6250000 0.5948276 0.5689655 0.6564885
##  [5405] 0.6190476 0.6129032 0.6276596 0.5876289 0.6631579 0.6583333 0.6694915
##  [5412] 0.6746032 0.7355372 0.6967213 0.7350427 0.5847458 0.5338983 0.6086957
##  [5419] 0.7419355 0.7864078 0.7217391 0.3793103 0.3956044 0.5871560 0.5445545
##  [5426] 0.5982906 0.6132075 0.6818182 0.6346154 0.4408602 0.5000000 0.4893617
##  [5433] 0.6328125 0.6691729 0.6532258 0.6136364 0.6016949 0.6209677 0.6386555
##  [5440] 0.6451613 0.6404494 0.5052632 0.4505495 0.3793103 0.6623377 0.7142857
##  [5447] 0.6973684 0.6000000 0.6170213 0.5930233 0.6829268 0.6941176 0.7058824
##  [5454] 0.5533981 0.5688073 0.6141732 0.5176471 0.5168539 0.5348837 0.4166667
##  [5461] 0.5656566 0.5652174 0.5757576 0.4886364 0.4691358 0.6090909 0.5865385
##  [5468] 0.6330275 0.6491228 0.4687500 0.5050505 0.5049505 0.6160714 0.6434783
##  [5475] 0.5833333 0.6532258 0.6343284 0.5688073 0.6260870 0.6333333 0.5967742
##  [5482] 0.5929204 0.5913043 0.5631068 0.5340909 0.5714286 0.3888889 0.6000000
##  [5489] 0.6168224 0.6017699 0.4175824 0.4000000 0.6607143 0.6260870 0.6241135
##  [5496] 0.5825243 0.6168224 0.6216216 0.6542056 0.6239316 0.6216216 0.5714286
##  [5503] 0.6346154 0.6330275 0.5882353 0.6456693 0.5775862 0.4146341 0.4269663
##  [5510] 0.3493976 0.6363636 0.6500000 0.5811966 0.6055046 0.6454545 0.6603774
##  [5517] 0.7073171 0.6962025 0.6623377 0.6464646 0.6509434 0.6727273 0.6666667
##  [5524] 0.6126126 0.5925926 0.6867470 0.6235294 0.6790123 0.6698113 0.6952381
##  [5531] 0.6636364 0.7087379 0.6504854 0.6804124 0.5728155 0.5833333 0.6274510
##  [5538] 0.7066667 0.7195122 0.6907216 0.3103448 0.5648148 0.5904762 0.5775862
##  [5545] 0.6168224 0.6605505 0.6509434 0.4468085 0.4736842 0.4947368 0.6250000
##  [5552] 0.6515152 0.6341463 0.6060606 0.5689655 0.5901639 0.6416667 0.6480000
##  [5559] 0.6881720 0.4456522 0.4395604 0.3294118 0.6835443 0.7179487 0.6842105
##  [5566] 0.6516854 0.6063830 0.5813953 0.6707317 0.6506024 0.6626506 0.5849057
##  [5573] 0.5982143 0.5952381 0.4512195 0.4886364 0.4698795 0.4062500 0.5841584
##  [5580] 0.5222222 0.5052632 0.4418605 0.4375000 0.5607477 0.5346535 0.5576923
##  [5587] 0.5779817 0.4583333 0.4639175 0.4489796 0.5945946 0.5982143 0.6161616
##  [5594] 0.6000000 0.6165414 0.5327103 0.5675676 0.5897436 0.5772358 0.5585586
##  [5601] 0.5701754 0.5392157 0.5227273 0.5339806 0.3595506 0.5514019 0.5809524
##  [5608] 0.5545455 0.4408602 0.3333333 0.5887850 0.5803571 0.6170213 0.5865385
##  [5615] 0.5943396 0.6000000 0.6057692 0.6153846 0.6371681 0.6396396 0.5980392
##  [5622] 0.5981308 0.6057692 0.6377953 0.5689655 0.3827160 0.3793103 0.3373494
##  [5629] 0.6396396 0.6528926 0.5726496 0.6216216 0.6607143 0.6635514 0.6951220
##  [5636] 0.6666667 0.6493506 0.6633663 0.6153846 0.6388889 0.6581197 0.6160714
##  [5643] 0.5833333 0.6585366 0.5783133 0.6829268 0.6728972 0.6981132 0.6902655
##  [5650] 0.7476636 0.6666667 0.7100000 0.5346535 0.5871560 0.5757576 0.7105263
##  [5657] 0.7529412 0.6804124 0.5840708 0.5566038 0.5714286 0.6578947 0.7203390
##  [5664] 0.6902655 0.4591837 0.4693878 0.4897959 0.6390977 0.6834532 0.6484375
##  [5671] 0.6102941 0.5983607 0.5952381 0.6341463 0.6511628 0.6631579 0.4742268
##  [5678] 0.4361702 0.3483146 0.7176471 0.7500000 0.7195122 0.6263736 0.6534653
##  [5685] 0.6043956 0.7045455 0.6853933 0.6818182 0.5648148 0.5913043 0.6212121
##  [5692] 0.4827586 0.5000000 0.5333333 0.4356436 0.6037736 0.5625000 0.5865385
##  [5699] 0.4555556 0.5227273 0.5545455 0.5700935 0.5779817 0.5585586 0.4700000
##  [5706] 0.4901961 0.4455446 0.5877193 0.5789474 0.6213592 0.6048387 0.5789474
##  [5713] 0.5535714 0.5982906 0.6065574 0.5483871 0.5775862 0.5000000 0.5740741
##  [5720] 0.5638298 0.5688073 0.4270833 0.5454545 0.5740741 0.5614035 0.4042553
##  [5727] 0.2758621 0.5688073 0.5614035 0.6013986 0.5794393 0.6126126 0.6293103
##  [5734] 0.5981308 0.6311475 0.6638655 0.6551724 0.5904762 0.5648148 0.6111111
##  [5741] 0.6201550 0.5630252 0.4000000 0.3777778 0.3750000 0.6666667 0.6229508
##  [5748] 0.5546218 0.5892857 0.6637931 0.7130435 0.7272727 0.7023810 0.6707317
##  [5755] 0.6792453 0.6576577 0.6782609 0.6500000 0.6440678 0.5765766 0.6781609
##  [5762] 0.6179775 0.7159091 0.6875000 0.7232143 0.6695652 0.7699115 0.6697248
##  [5769] 0.7592593 0.5700935 0.5929204 0.6095238 0.7439024 0.7802198 0.7087379
##  [5776] 0.3737374 0.4385965 0.5229358 0.6173913 0.5555556 0.5803571 0.5892857
##  [5783] 0.6315789 0.5572519 0.5746269 0.4916667 0.4728682 0.4957983 0.4453782
##  [5790] 0.5806452 0.5891473 0.6082474 0.5818182 0.5779817 0.6160714 0.7000000
##  [5797] 0.7444444 0.7011494 0.6145833 0.5742574 0.5937500 0.7021277 0.6842105
##  [5804] 0.6808511 0.5446429 0.5470085 0.5496183 0.5416667 0.5825243 0.5714286
##  [5811] 0.5689655 0.5818182 0.5544554 0.5648148 0.6132075 0.6336634 0.4954955
##  [5818] 0.5092593 0.5181818 0.5641026 0.5495495 0.5535714 0.6016949 0.5677966
##  [5825] 0.5593220 0.5576923 0.5520000 0.5407407 0.5470085 0.5666667 0.5409836
##  [5832] 0.5426357 0.5583333 0.5573770 0.5272727 0.5555556 0.5357143 0.6052632
##  [5839] 0.5263158 0.5663717 0.5299145 0.6495726 0.6260870 0.5862069 0.5901639
##  [5846] 0.5945946 0.5046729 0.5137615 0.5478261 0.6017699 0.5042735 0.5478261
##  [5853] 0.5357143 0.5818182 0.5948276 0.5233645 0.5354331 0.5083333 0.6153846
##  [5860] 0.6250000 0.6018519 0.5090909 0.5084746 0.5245902 0.5438596 0.5575221
##  [5867] 0.5688073 0.7096774 0.7142857 0.6704545 0.5904762 0.5596330 0.5714286
##  [5874] 0.5593220 0.5263158 0.5045045 0.6774194 0.6354167 0.6989247 0.6036036
##  [5881] 0.6272727 0.6000000 0.6261682 0.5700935 0.5940594 0.4519231 0.4954955
##  [5888] 0.5333333 0.7093023 0.7340426 0.6442308 0.4311927 0.5333333 0.5794393
##  [5895] 0.5392157 0.5523810 0.5196078 0.5809524 0.5781250 0.6060606 0.5619835
##  [5902] 0.4920635 0.5043478 0.4385965 0.6033058 0.5887097 0.5454545 0.5673077
##  [5909] 0.5346535 0.5200000 0.7058824 0.7380952 0.7228916 0.5681818 0.5425532
##  [5916] 0.5116279 0.6781609 0.7032967 0.6704545 0.5555556 0.5446429 0.5923077
##  [5923] 0.5056180 0.5212766 0.4712644 0.5277778 0.5392157 0.5212766 0.5050505
##  [5930] 0.5714286 0.5913978 0.5185185 0.5333333 0.5818182 0.6239316 0.5871560
##  [5937] 0.5909091 0.5892857 0.6153846 0.5948276 0.5408163 0.5967742 0.5496183
##  [5944] 0.5315315 0.5652174 0.5750000 0.5859375 0.5565217 0.5555556 0.5096154
##  [5951] 0.5376344 0.5462963 0.6428571 0.5752212 0.5648148 0.5526316 0.6517857
##  [5958] 0.6272727 0.5982143 0.5775862 0.6232877 0.5145631 0.5648148 0.5714286
##  [5965] 0.6396396 0.5132743 0.5321101 0.5188679 0.5673077 0.5283019 0.4747475
##  [5972] 0.5206612 0.4778761 0.6435644 0.6261682 0.6019417 0.5462963 0.5175439
##  [5979] 0.4824561 0.5000000 0.5283019 0.5943396 0.6860465 0.6904762 0.6250000
##  [5986] 0.5612245 0.5981308 0.5963303 0.5701754 0.5625000 0.5140187 0.6666667
##  [5993] 0.6222222 0.6744186 0.5904762 0.6153846 0.6000000 0.6000000 0.5544554
##  [6000] 0.6363636 0.4285714 0.5046729 0.4526316 0.6835443 0.6823529 0.6464646
##  [6007] 0.5258621 0.5798319 0.5565217 0.5431034 0.5391304 0.6166667 0.5259259
##  [6014] 0.5845070 0.5193798 0.4198473 0.4508197 0.4274194 0.5238095 0.5116279
##  [6021] 0.5922330 0.5689655 0.5526316 0.5897436 0.7300000 0.7448980 0.7575758
##  [6028] 0.5980392 0.6126126 0.5922330 0.7184466 0.7142857 0.6862745 0.5086207
##  [6035] 0.5245902 0.5401460 0.5294118 0.5283019 0.5436893 0.5333333 0.5565217
##  [6042] 0.5142857 0.5135135 0.6106195 0.6037736 0.5126050 0.5130435 0.5086207
##  [6049] 0.5760000 0.5630252 0.5901639 0.5537190 0.6015625 0.5826772 0.5585586
##  [6056] 0.4596774 0.5000000 0.4873950 0.5203252 0.5538462 0.5547445 0.5476190
##  [6063] 0.5468750 0.5299145 0.5566038 0.5378151 0.6260163 0.5528455 0.5666667
##  [6070] 0.5440000 0.6771654 0.6000000 0.5737705 0.5669291 0.5270270 0.5470085
##  [6077] 0.5546218 0.5609756 0.6229508 0.5080645 0.5491803 0.5128205 0.5565217
##  [6084] 0.5462185 0.4587156 0.4806202 0.4380165 0.6608696 0.6101695 0.6239316
##  [6091] 0.5737705 0.4878049 0.4297521 0.4695652 0.5338983 0.6280992 0.7128713
##  [6098] 0.7171717 0.6907216 0.5892857 0.5726496 0.5344828 0.5600000 0.5409836
##  [6105] 0.5333333 0.6831683 0.6310680 0.6900000 0.5652174 0.5877193 0.5508475
##  [6112] 0.6465517 0.5575221 0.6548673 0.4311927 0.4741379 0.4672897 0.7263158
##  [6119] 0.7227723 0.6637168 0.4329897 0.3978495 0.5384615 0.6018519 0.6454545
##  [6126] 0.5203252 0.5736434 0.5500000 0.5820896 0.5666667 0.5528455 0.5916667
##  [6133] 0.5772358 0.6086957 0.5943396 0.6168224 0.6422018 0.6585366 0.7073171
##  [6140] 0.7073171 0.6736842 0.6826923 0.6382979 0.6627907 0.6590909 0.6704545
##  [6147] 0.5945946 0.5315315 0.5813953 0.5384615 0.5520833 0.5222222 0.6173913
##  [6154] 0.4795918 0.4725275 0.4897959 0.6274510 0.6494845 0.5185185 0.4752475
##  [6161] 0.5420561 0.6000000 0.6000000 0.6283186 0.6495726 0.5663717 0.5948276
##  [6168] 0.6116505 0.5737705 0.5925926 0.5701754 0.5775862 0.5867769 0.5284553
##  [6175] 0.5309735 0.5677966 0.5514019 0.5376344 0.5855856 0.6428571 0.5495495
##  [6182] 0.5779817 0.5652174 0.6754386 0.6396396 0.5855856 0.5775862 0.5845070
##  [6189] 0.5566038 0.5648148 0.5585586 0.6272727 0.5000000 0.5714286 0.5188679
##  [6196] 0.5673077 0.5420561 0.5619048 0.5680000 0.5299145 0.6952381 0.6261682
##  [6203] 0.6542056 0.3814433 0.5555556 0.5583333 0.6410256 0.4400000 0.4479167
##  [6210] 0.6860465 0.6585366 0.6585366 0.4333333 0.4210526 0.4387755 0.5045872
##  [6217] 0.5229358 0.5277778 0.6666667 0.5581395 0.6744186 0.5346535 0.5306122
##  [6224] 0.5871560 0.5714286 0.5544554 0.5789474 0.4901961 0.5046729 0.5445545
##  [6231] 0.6666667 0.6976744 0.6041667 0.4193548 0.6111111 0.6203704 0.7105263
##  [6238] 0.5714286 0.6212121 0.5666667 0.6074074 0.6400000 0.6250000 0.6746032
##  [6245] 0.6160000 0.6875000 0.6261682 0.6481481 0.7079646 0.7294118 0.7469880
##  [6252] 0.7764706 0.6947368 0.6363636 0.6875000 0.6860465 0.7111111 0.7078652
##  [6259] 0.6371681 0.5877193 0.6287879 0.5913978 0.6161616 0.6063830 0.6694915
##  [6266] 0.5445545 0.5268817 0.5400000 0.6981132 0.6701031 0.5765766 0.5384615
##  [6273] 0.5871560 0.6638655 0.6896552 0.6810345 0.6551724 0.6554622 0.6583333
##  [6280] 0.6571429 0.6666667 0.6376812 0.6000000 0.6186441 0.6260163 0.6230769
##  [6287] 0.6218487 0.6532258 0.6216216 0.5744681 0.6160714 0.6956522 0.6293103
##  [6294] 0.6339286 0.5948276 0.7372881 0.7043478 0.6521739 0.6528926 0.6554054
##  [6301] 0.6517857 0.6578947 0.5892857 0.6814159 0.5811966 0.5892857 0.5909091
##  [6308] 0.5865385 0.5871560 0.6074766 0.6171875 0.5714286 0.7383178 0.7168142
##  [6315] 0.6972477 0.4951456 0.5966387 0.5983607 0.6581197 0.4123711 0.4845361
##  [6322] 0.6785714 0.6987952 0.6829268 0.4725275 0.5346535 0.4900000 0.6120690
##  [6329] 0.6173913 0.5982143 0.7045455 0.6136364 0.7126437 0.5686275 0.6213592
##  [6336] 0.6548673 0.6336634 0.5600000 0.6288660 0.5794393 0.5636364 0.5922330
##  [6343] 0.6753247 0.7058824 0.5652174 0.5728155 0.5961538 0.6909091 0.5609756
##  [6350] 0.6335878 0.5677966 0.5546875 0.5966387 0.5702479 0.5982906 0.5950413
##  [6357] 0.6179775 0.6019417 0.6250000 0.6635514 0.6538462 0.6710526 0.6883117
##  [6364] 0.6091954 0.6105263 0.6333333 0.6419753 0.6705882 0.6506024 0.6146789
##  [6371] 0.5765766 0.5873016 0.5777778 0.5894737 0.5777778 0.6250000 0.5154639
##  [6378] 0.5111111 0.5257732 0.6764706 0.6736842 0.5238095 0.5247525 0.5339806
##  [6385] 0.6194690 0.6576577 0.6486486 0.6695652 0.5855856 0.5892857 0.6060606
##  [6392] 0.6260163 0.6296296 0.6017699 0.6206897 0.6050420 0.5920000 0.5229358
##  [6399] 0.6101695 0.5849057 0.5760870 0.5925926 0.6756757 0.5945946 0.5849057
##  [6406] 0.5840708 0.7079646 0.6605505 0.5925926 0.5964912 0.6099291 0.5904762
##  [6413] 0.6238532 0.5779817 0.6226415 0.5446429 0.5779817 0.5098039 0.5600000
##  [6420] 0.5480769 0.5252525 0.5737705 0.5966387 0.6930693 0.6603774 0.6761905
##  [6427] 0.4489796 0.5614035 0.5641026 0.5740741 0.4432990 0.4516129 0.6329114
##  [6434] 0.6363636 0.6184211 0.4367816 0.4736842 0.4742268 0.5765766 0.5420561
##  [6441] 0.5607477 0.6463415 0.5308642 0.6543210 0.5408163 0.5212766 0.6074766
##  [6448] 0.6224490 0.5312500 0.6170213 0.5392157 0.5096154 0.5510204 0.6800000
##  [6455] 0.6951220 0.6129032 0.3978495 0.3666667 0.6153846 0.6417910 0.6240000
##  [6462] 0.5757576 0.5217391 0.5691057 0.6532258 0.6893939 0.6595745 0.4021739
##  [6469] 0.4130435 0.4130435 0.6829268 0.7469880 0.7000000 0.6373626 0.6500000
##  [6476] 0.6304348 0.6705882 0.6352941 0.6781609 0.6000000 0.6000000 0.6287879
##  [6483] 0.4588235 0.4431818 0.4024390 0.4300000 0.5151515 0.4252874 0.5102041
##  [6490] 0.4494382 0.5172414 0.5636364 0.5384615 0.5740741 0.5929204 0.4000000
##  [6497] 0.4700000 0.4554455 0.6324786 0.6120690 0.6039604 0.6129032 0.6074074
##  [6504] 0.5495495 0.5315315 0.5677966 0.5680000 0.5486726 0.5603448 0.4851485
##  [6511] 0.4418605 0.4653465 0.4536082 0.5412844 0.5566038 0.5446429 0.4949495
##  [6518] 0.4479167 0.5648148 0.5701754 0.5886525 0.6146789 0.5566038 0.6260870
##  [6525] 0.5943396 0.6050420 0.6140351 0.5779817 0.5728155 0.5740741 0.5673077
##  [6532] 0.6062992 0.5344828 0.4831461 0.4408602 0.4395604 0.6036036 0.5966387
##  [6539] 0.5000000 0.5855856 0.6126126 0.6388889 0.6941176 0.6666667 0.6666667
##  [6546] 0.5670103 0.6037736 0.6146789 0.6239316 0.6052632 0.5855856 0.6428571
##  [6553] 0.5813953 0.6506024 0.6481481 0.6851852 0.6666667 0.6857143 0.6285714
##  [6560] 0.6831683 0.5384615 0.5370370 0.5784314 0.6753247 0.7058824 0.6930693
##  [6567] 0.3595506 0.6230769 0.6691176 0.6209677 0.5725191 0.5916667 0.6111111
##  [6574] 0.6393443 0.6769231 0.6559140 0.4130435 0.4574468 0.3888889 0.7108434
##  [6581] 0.7439024 0.7125000 0.6179775 0.6041667 0.5955056 0.6666667 0.6627907
##  [6588] 0.6896552 0.5963303 0.6086957 0.6259542 0.4705882 0.4186047 0.4523810
##  [6595] 0.4081633 0.5102041 0.4367816 0.4736842 0.4431818 0.4761905 0.5327103
##  [6602] 0.5339806 0.5833333 0.5636364 0.4591837 0.4489796 0.4500000 0.5929204
##  [6609] 0.5454545 0.6138614 0.6097561 0.5939850 0.4761905 0.5405405 0.5517241
##  [6616] 0.5984252 0.5045872 0.5932203 0.4166667 0.4352941 0.4444444 0.5100000
##  [6623] 0.5370370 0.5660377 0.5663717 0.5050505 0.4897959 0.6250000 0.6034483
##  [6630] 0.6056338 0.6238532 0.6548673 0.6581197 0.6422018 0.6250000 0.5462963
##  [6637] 0.5471698 0.5961538 0.5833333 0.4897959 0.6031746 0.5798319 0.4597701
##  [6644] 0.4842105 0.4505495 0.6371681 0.5689655 0.5833333 0.5945946 0.6216216
##  [6651] 0.6355140 0.7058824 0.6625000 0.6790123 0.6470588 0.6000000 0.6238532
##  [6658] 0.6440678 0.6140351 0.6071429 0.6219512 0.5930233 0.6785714 0.6448598
##  [6665] 0.6442308 0.6146789 0.6826923 0.6380952 0.6930693 0.5339806 0.5855856
##  [6672] 0.5306122 0.6710526 0.6707317 0.6632653 0.6791045 0.7122302 0.7000000
##  [6679] 0.5984848 0.6198347 0.6484375 0.6880000 0.7121212 0.6914894 0.4347826
##  [6686] 0.4285714 0.4111111 0.7037037 0.7375000 0.7051282 0.6555556 0.6391753
##  [6693] 0.6483516 0.6746988 0.6705882 0.7126437 0.6146789 0.6260870 0.6716418
##  [6700] 0.4941176 0.4772727 0.4197531 0.4285714 0.5454545 0.5111111 0.5555556
##  [6707] 0.4482759 0.5000000 0.6160714 0.6074766 0.6272727 0.6194690 0.4148936
##  [6714] 0.4848485 0.5000000 0.6228070 0.6260870 0.6200000 0.6587302 0.6397059
##  [6721] 0.5370370 0.5964912 0.6280992 0.6031746 0.6000000 0.5982906 0.5000000
##  [6728] 0.4942529 0.4950495 0.5300000 0.5818182 0.6238532 0.6086957 0.5400000
##  [6735] 0.5252525 0.6306306 0.6206897 0.6482759 0.6902655 0.6725664 0.6864407
##  [6742] 0.6226415 0.6854839 0.6637931 0.6181818 0.6153846 0.6272727 0.6226415
##  [6749] 0.6615385 0.6198347 0.4827586 0.4731183 0.4725275 0.6896552 0.6666667
##  [6756] 0.6229508 0.6126126 0.6869565 0.7027027 0.7294118 0.6708861 0.7037037
##  [6763] 0.6923077 0.6448598 0.6666667 0.6942149 0.6551724 0.6491228 0.6296296
##  [6770] 0.6162791 0.6707317 0.7345133 0.7363636 0.6814159 0.7383178 0.6944444
##  [6777] 0.7254902 0.5809524 0.6036036 0.5940594 0.6973684 0.7261905 0.7352941
##  [6784] 0.4296296 0.4094488 0.4965517 0.5074627 0.4963504 0.4365079 0.4621212
##  [6791] 0.5688073 0.5840000 0.6250000 0.6356589 0.7567568 0.7927928 0.7818182
##  [6798] 0.6724138 0.6363636 0.6666667 0.7232143 0.6964286 0.7280702 0.5396825
##  [6805] 0.4596774 0.4598540 0.5877193 0.6083333 0.6355932 0.6449275 0.5952381
##  [6812] 0.5966387 0.5691057 0.6976744 0.7177419 0.5426357 0.5440000 0.5954198
##  [6819] 0.6000000 0.6315789 0.6544118 0.6222222 0.5714286 0.5746269 0.5630252
##  [6826] 0.5037037 0.5068493 0.6058394 0.5703704 0.5367647 0.5486111 0.5522388
##  [6833] 0.5620438 0.5923077 0.6101695 0.6090226 0.6153846 0.5681818 0.5476190
##  [6840] 0.5912409 0.6541353 0.6439394 0.6194030 0.6014493 0.5414013 0.4122807
##  [6847] 0.4224138 0.4201681 0.6641791 0.4806202 0.5079365 0.5080645 0.6062992
##  [6854] 0.5954198 0.5447154 0.5107914 0.5294118 0.7007874 0.6538462 0.6666667
##  [6861] 0.5433071 0.5298507 0.5220588 0.5725191 0.5396825 0.5609756 0.7410714
##  [6868] 0.7339450 0.7567568 0.6147541 0.6307692 0.6076923 0.4344262 0.3706897
##  [6875] 0.3739130 0.7478261 0.6782609 0.7543860 0.5454545 0.5546218 0.5781250
##  [6882] 0.5641026 0.5619835 0.6068376 0.5555556 0.5196850 0.5772358 0.7547170
##  [6889] 0.7500000 0.6271186 0.4776119 0.5897436 0.5774648 0.5850340 0.5149254
##  [6896] 0.5144928 0.6379310 0.6740741 0.6911765 0.6911765 0.7826087 0.8173913
##  [6903] 0.7857143 0.7520000 0.6953125 0.6942149 0.7606838 0.7350427 0.7750000
##  [6910] 0.5692308 0.5597015 0.5000000 0.6528926 0.6480000 0.6854839 0.6690141
##  [6917] 0.6335878 0.6260163 0.6201550 0.7121212 0.7421875 0.6330935 0.6060606
##  [6924] 0.6323529 0.6736111 0.6470588 0.6971831 0.6853147 0.6478873 0.6689655
##  [6931] 0.6377953 0.5833333 0.5430464 0.6503497 0.6267606 0.5744681 0.6298701
##  [6938] 0.6388889 0.6275862 0.6397059 0.6825397 0.6350365 0.7000000 0.6549296
##  [6945] 0.6496350 0.6363636 0.6691176 0.6788321 0.6642857 0.6458333 0.6167665
##  [6952] 0.5000000 0.5080645 0.4800000 0.6691176 0.5547445 0.6131387 0.5833333
##  [6959] 0.6641791 0.6323529 0.6183206 0.5782313 0.5673759 0.7153846 0.6888889
##  [6966] 0.6615385 0.5725191 0.5985915 0.5804196 0.6304348 0.6222222 0.6015625
##  [6973] 0.7881356 0.7826087 0.7719298 0.6535433 0.6567164 0.6739130 0.4921875
##  [6980] 0.4471545 0.4634146 0.7933884 0.7272727 0.8000000 0.6093750 0.6190476
##  [6987] 0.6165414 0.6178862 0.6141732 0.6363636 0.5846154 0.6029412 0.6171875
##  [6994] 0.7818182 0.7433628 0.6774194 0.5211268 0.5116279 0.5223881 0.4758065
##  [7001] 0.4883721 0.5904762 0.6147541 0.6341463 0.6451613 0.7500000 0.7884615
##  [7008] 0.7766990 0.6355140 0.6347826 0.6785714 0.7614679 0.7339450 0.7314815
##  [7015] 0.5691057 0.4621849 0.4850746 0.6339286 0.6173913 0.6339286 0.6335878
##  [7022] 0.6033058 0.6173913 0.6000000 0.7301587 0.7310924 0.5245902 0.5378151
##  [7029] 0.5333333 0.5748031 0.6299213 0.6220472 0.6307692 0.5669291 0.5923077
##  [7036] 0.5948276 0.5190840 0.5517241 0.5923077 0.5769231 0.5419847 0.5642857
##  [7043] 0.5581395 0.5348837 0.6000000 0.6434783 0.6171875 0.6240000 0.5634921
##  [7050] 0.5655738 0.5433071 0.7045455 0.6640625 0.5952381 0.5769231 0.5741935
##  [7057] 0.5086207 0.5042735 0.4347826 0.6320000 0.4590164 0.5483871 0.5491803
##  [7064] 0.6033058 0.5920000 0.4867257 0.4924242 0.5116279 0.6581197 0.6532258
##  [7071] 0.6557377 0.5000000 0.5000000 0.5808824 0.5564516 0.5210084 0.5798319
##  [7078] 0.7333333 0.7500000 0.7500000 0.5752212 0.5833333 0.5934959 0.4750000
##  [7085] 0.4529915 0.4434783 0.7407407 0.6415094 0.7476636 0.5517241 0.5614035
##  [7092] 0.5737705 0.5964912 0.5811966 0.6283186 0.5500000 0.5123967 0.5726496
##  [7099] 0.7600000 0.7307692 0.5871560 0.3875969 0.4264706 0.5357143 0.5347222
##  [7106] 0.6446281 0.5317460 0.5625000 0.6268657 0.7627119 0.7966102 0.7863248
##  [7113] 0.6034483 0.6048387 0.6333333 0.7310924 0.7377049 0.7142857 0.5454545
##  [7120] 0.5149254 0.4791667 0.6033058 0.5887097 0.5916667 0.5766423 0.6296296
##  [7127] 0.6111111 0.6268657 0.6766917 0.6850394 0.5373134 0.5384615 0.5454545
##  [7134] 0.5298507 0.5820896 0.5851852 0.6142857 0.5755396 0.5149254 0.5793651
##  [7141] 0.4782609 0.4933333 0.5367647 0.5642857 0.5821918 0.4930556 0.4925373
##  [7148] 0.5460993 0.5746269 0.6240000 0.6014493 0.6074074 0.5407407 0.5419847
##  [7155] 0.4772727 0.6830986 0.6350365 0.5378788 0.5642857 0.5370370 0.5348837
##  [7162] 0.5746269 0.5373134 0.6350365 0.5734266 0.5693431 0.5488722 0.5658915
##  [7169] 0.5777778 0.4796748 0.4532374 0.4705882 0.6692308 0.6136364 0.6666667
##  [7176] 0.5912409 0.4701493 0.4632353 0.5000000 0.5454545 0.6194030 0.7478992
##  [7183] 0.7521368 0.7413793 0.6062992 0.6323529 0.6102941 0.5886525 0.5724638
##  [7190] 0.5338346 0.7438017 0.6554622 0.7394958 0.5846154 0.6363636 0.6428571
##  [7197] 0.6564885 0.5781250 0.6640625 0.4920635 0.4806202 0.5241935 0.7719298
##  [7204] 0.7868852 0.6923077 0.3934426 0.4919355 0.5597015 0.5961538 0.5478261
##  [7211] 0.5811966 0.6050420 0.7200000 0.7722772 0.7474747 0.6019417 0.5779817
##  [7218] 0.6095238 0.7087379 0.7047619 0.6893204 0.5128205 0.5284553 0.4772727
##  [7225] 0.5339806 0.5855856 0.5619048 0.5371901 0.5966387 0.5462963 0.5811966
##  [7232] 0.6140351 0.6454545 0.4786325 0.5299145 0.5500000 0.5564516 0.5299145
##  [7239] 0.5583333 0.5806452 0.5937500 0.5634921 0.5495495 0.5000000 0.4927536
##  [7246] 0.5634921 0.5241935 0.6204380 0.5367647 0.5280000 0.4919355 0.5934959
##  [7253] 0.5740741 0.5887097 0.5714286 0.5206612 0.5086207 0.4750000 0.6370968
##  [7260] 0.6147541 0.5537190 0.5813953 0.5102041 0.5384615 0.5702479 0.5409836
##  [7267] 0.6370968 0.5238095 0.5166667 0.5655738 0.5603448 0.5500000 0.4351852
##  [7274] 0.4488189 0.4426230 0.6283186 0.6250000 0.6271186 0.5772358 0.4672131
##  [7281] 0.4720000 0.4871795 0.5378151 0.6198347 0.7281553 0.7200000 0.7070707
##  [7288] 0.5803571 0.6229508 0.6097561 0.5968992 0.5793651 0.5250000 0.7115385
##  [7295] 0.6213592 0.6800000 0.5689655 0.6034483 0.5901639 0.6495726 0.5862069
##  [7302] 0.6695652 0.3925234 0.4655172 0.4433962 0.7422680 0.7619048 0.6548673
##  [7309] 0.4921875 0.5367647 0.5660377 0.5819672 0.5901639 0.6016260 0.7238095
##  [7316] 0.7500000 0.7619048 0.5981308 0.5877193 0.6306306 0.7247706 0.6972477
##  [7323] 0.6944444 0.5365854 0.4919355 0.4666667 0.5727273 0.5826087 0.5855856
##  [7330] 0.5590551 0.5819672 0.5826087 0.5423729 0.6557377 0.6637931 0.5396825
##  [7337] 0.5409836 0.5714286 0.5546875 0.5645161 0.6124031 0.6000000 0.5468750
##  [7344] 0.5615385 0.5478261 0.4769231 0.4379562 0.5725191 0.5572519 0.5766423
##  [7351] 0.5357143 0.4920635 0.5153846 0.5564516 0.5840708 0.5748031 0.6141732
##  [7358] 0.5080645 0.5327869 0.5348837 0.6641221 0.6434109 0.5403226 0.5234375
##  [7365] 0.5294118 0.5491803 0.5327869 0.5511811 0.6220472 0.4761905 0.5280000
##  [7372] 0.5163934 0.5819672 0.5600000 0.5294118 0.4621212 0.4320000 0.6694215
##  [7379] 0.6428571 0.6451613 0.5520000 0.4682540 0.3852459 0.4876033 0.5714286
##  [7386] 0.5819672 0.7314815 0.7358491 0.7115385 0.5897436 0.5967742 0.5725806
##  [7393] 0.5275591 0.5200000 0.4750000 0.7155963 0.6545455 0.6981132 0.5785124
##  [7400] 0.6229508 0.5760000 0.6446281 0.5714286 0.6750000 0.4521739 0.4406780
##  [7407] 0.4594595 0.7572816 0.7522936 0.6495726 0.3898305 0.5257732 0.6218487
##  [7414] 0.6639344 0.6639344 0.7373737 0.7525773 0.7525773 0.6176471 0.6181818
##  [7421] 0.6509434 0.7254902 0.7211538 0.7307692 0.5258621 0.4915254 0.4160000
##  [7428] 0.5904762 0.6608696 0.6422018 0.6615385 0.6101695 0.6000000 0.6068376
##  [7435] 0.6864407 0.6964286 0.5655738 0.6033058 0.6097561 0.5920000 0.6480000
##  [7442] 0.6400000 0.6377953 0.5840000 0.6093750 0.5094340 0.4634146 0.5036496
##  [7449] 0.5528455 0.5937500 0.5581395 0.5797101 0.5520000 0.5511811 0.6614173
##  [7456] 0.6517857 0.6456693 0.6083333 0.6031746 0.5833333 0.5600000 0.6393443
##  [7463] 0.6720000 0.6240000 0.6153846 0.5789474 0.5132743 0.5217391 0.5169492
##  [7470] 0.6504065 0.5000000 0.5294118 0.5299145 0.5862069 0.6320000 0.4770642
##  [7477] 0.5190840 0.5615385 0.6782609 0.6611570 0.6967213 0.5785124 0.5161290
##  [7484] 0.5538462 0.5500000 0.5630252 0.6218487 0.7326733 0.7373737 0.7623762
##  [7491] 0.5945946 0.6250000 0.6000000 0.5166667 0.4144144 0.4601770 0.7403846
##  [7498] 0.6886792 0.7227723 0.5826087 0.5412844 0.5555556 0.6403509 0.6000000
##  [7505] 0.6238532 0.5798319 0.5416667 0.5535714 0.7604167 0.7788462 0.6929825
##  [7512] 0.5247525 0.6614173 0.6692913 0.6796875 0.7641509 0.7904762 0.7669903
##  [7519] 0.6388889 0.6260870 0.6929825 0.7289720 0.7589286 0.7222222 0.5000000
##  [7526] 0.4406780 0.4661654 0.6250000 0.6440678 0.6608696 0.6567164 0.5833333
##  [7533] 0.6206897 0.6147541 0.7222222 0.7226891 0.5520000 0.6111111 0.5952381
##  [7540] 0.6315789 0.6742424 0.6564885 0.6641791 0.5813953 0.6470588 0.5982906
##  [7547] 0.5227273 0.5244755 0.5625000 0.6119403 0.5777778 0.5874126 0.5615385
##  [7554] 0.5606061 0.6356589 0.6581197 0.6716418 0.6589147 0.6106870 0.5806452
##  [7561] 0.5801527 0.6870229 0.6562500 0.6412214 0.5909091 0.5859873 0.5000000
##  [7568] 0.5084746 0.4661017 0.6769231 0.4634146 0.5520000 0.5528455 0.6178862
##  [7575] 0.5952381 0.5546218 0.4962406 0.5378788 0.6942149 0.6666667 0.7209302
##  [7582] 0.5645161 0.5156250 0.5303030 0.5600000 0.5000000 0.5950413 0.7238095
##  [7589] 0.7641509 0.7641509 0.6271186 0.5983607 0.5853659 0.4537815 0.4444444
##  [7596] 0.4615385 0.7545455 0.6818182 0.7500000 0.5175439 0.4862385 0.5655738
##  [7603] 0.6120690 0.5847458 0.5818182 0.5537190 0.5634921 0.5517241 0.7623762
##  [7610] 0.7452830 0.6403509 0.6022727 0.5977011 0.6292135 0.6451613 0.6885246
##  [7617] 0.6666667 0.5074627 0.5584416 0.6216216 0.6307692 0.6666667 0.6212121
##  [7624] 0.5555556 0.5108696 0.5982143 0.5733333 0.6049383 0.5921053 0.6700000
##  [7631] 0.6179775 0.5131579 0.5813953 0.6744186 0.6708861 0.6041667 0.6526316
##  [7638] 0.6458333 0.6893204 0.6526316 0.6562500 0.6391753 0.6534653 0.6568627
##  [7645] 0.5731707 0.6168224 0.6218487 0.6300000 0.6504854 0.6448598 0.6521739
##  [7652] 0.6407767 0.6635514 0.5978261 0.5714286 0.6354167 0.6875000 0.6500000
##  [7659] 0.6129032 0.6634615 0.6702128 0.6842105 0.6494845 0.6634615 0.6940299
##  [7666] 0.5568182 0.5666667 0.5744681 0.6842105 0.6078431 0.5894737 0.5760870
##  [7673] 0.6333333 0.6315789 0.5465116 0.6216216 0.6226415 0.6941176 0.6555556
##  [7680] 0.6590909 0.6210526 0.5841584 0.6000000 0.6145833 0.6021505 0.6333333
##  [7687] 0.6406250 0.6451613 0.6451613 0.6309524 0.6373626 0.6043956 0.5729167
##  [7694] 0.5483871 0.5384615 0.6567164 0.6197183 0.6031746 0.5977011 0.5952381
##  [7701] 0.6086957 0.6428571 0.6206897 0.6375000 0.5777778 0.5744681 0.5243902
##  [7708] 0.6551724 0.6562500 0.6666667 0.3750000 0.3372093 0.6875000 0.7215190
##  [7715] 0.7051282 0.5764706 0.5957447 0.6333333 0.6419753 0.6385542 0.6341463
##  [7722] 0.5887850 0.5765766 0.6093750 0.4578313 0.4772727 0.4390244 0.4444444
##  [7729] 0.5742574 0.4418605 0.5408163 0.5000000 0.5176471 0.5238095 0.5533981
##  [7736] 0.5619048 0.5945946 0.4639175 0.4042553 0.4700000 0.5982143 0.6017699
##  [7743] 0.6060606 0.5798319 0.5877863 0.5370370 0.5964912 0.5565217 0.5691057
##  [7750] 0.5495495 0.5862069 0.5000000 0.4404762 0.4800000 0.4845361 0.5420561
##  [7757] 0.5294118 0.5046729 0.4791667 0.4948454 0.5384615 0.5840708 0.6099291
##  [7764] 0.5904762 0.6238532 0.5909091 0.6095238 0.6302521 0.5779817 0.5925926
##  [7771] 0.5454545 0.5754717 0.5825243 0.6080000 0.5603448 0.4470588 0.4222222
##  [7778] 0.4555556 0.6306306 0.5862069 0.6000000 0.6371681 0.6018519 0.6285714
##  [7785] 0.6829268 0.6538462 0.6708861 0.6262626 0.6320755 0.6168224 0.6495726
##  [7792] 0.5818182 0.5607477 0.6296296 0.5662651 0.6375000 0.6250000 0.7009346
##  [7799] 0.6696429 0.6893204 0.6571429 0.7128713 0.5247525 0.5377358 0.5656566
##  [7806] 0.6973684 0.7411765 0.6836735 0.3488372 0.6666667 0.7341772 0.7012987
##  [7813] 0.5882353 0.6210526 0.6292135 0.6867470 0.6341463 0.6296296 0.5714286
##  [7820] 0.5855856 0.6171875 0.4512195 0.5056180 0.4512195 0.4387755 0.5555556
##  [7827] 0.5056180 0.5360825 0.4943820 0.5119048 0.5607477 0.5904762 0.5981308
##  [7834] 0.6036036 0.5200000 0.4639175 0.4950495 0.5818182 0.5982143 0.6300000
##  [7841] 0.6229508 0.6165414 0.5596330 0.6052632 0.6016949 0.5887097 0.5714286
##  [7848] 0.5575221 0.5100000 0.4883721 0.5196078 0.4631579 0.5514019 0.5809524
##  [7855] 0.5545455 0.5353535 0.5051546 0.5887850 0.6173913 0.6170213 0.6261682
##  [7862] 0.6454545 0.6250000 0.6448598 0.6386555 0.6608696 0.6146789 0.5841584
##  [7869] 0.5849057 0.5922330 0.6160000 0.5438596 0.4767442 0.4505495 0.3953488
##  [7876] 0.6517857 0.6186441 0.5603448 0.6090909 0.6607143 0.6759259 0.6625000
##  [7883] 0.6493506 0.6493506 0.6633663 0.6285714 0.6132075 0.6806723 0.6160714
##  [7890] 0.5963303 0.6075949 0.5952381 0.6153846 0.6728972 0.7222222 0.6785714
##  [7897] 0.7238095 0.6538462 0.7100000 0.5769231 0.5607477 0.5900000 0.7105263
##  [7904] 0.7380952 0.7070707 0.7000000 0.7341772 0.7012987 0.5882353 0.6210526
##  [7911] 0.6136364 0.6707317 0.6666667 0.6463415 0.5849057 0.5982143 0.6279070
##  [7918] 0.4880952 0.4534884 0.4512195 0.3548387 0.5841584 0.4886364 0.5360825
##  [7925] 0.4047619 0.4375000 0.5740741 0.6037736 0.6111111 0.6160714 0.4421053
##  [7932] 0.3978495 0.4166667 0.6194690 0.6106195 0.6020408 0.6229508 0.6165414
##  [7939] 0.5327103 0.5803571 0.5526316 0.6111111 0.5714286 0.5826087 0.5100000
##  [7946] 0.5057471 0.5049505 0.4468085 0.5779817 0.5673077 0.5545455 0.4065934
##  [7953] 0.3888889 0.6146789 0.6052632 0.6363636 0.6261682 0.6330275 0.6608696
##  [7960] 0.6448598 0.6386555 0.6371681 0.6396396 0.5980392 0.6111111 0.5922330
##  [7967] 0.6269841 0.5811966 0.3417722 0.3604651 0.3373494 0.6396396 0.6302521
##  [7974] 0.5726496 0.6216216 0.6725664 0.6880734 0.7108434 0.6666667 0.6493506
##  [7981] 0.6893204 0.6666667 0.6636364 0.6694915 0.6160714 0.5833333 0.6419753
##  [7988] 0.6117647 0.6500000 0.6728972 0.7102804 0.6785714 0.7115385 0.6792453
##  [7995] 0.7475728 0.5631068 0.6126126 0.5757576 0.7105263 0.7380952 0.7070707
##  [8002] 0.3684211 0.3684211 0.6333333 0.7083333 0.6229508 0.3863636 0.4897959
##  [8009] 0.4130435 0.7415730 0.7340426 0.7477477 0.6093750 0.6428571 0.6307692
##  [8016] 0.7222222 0.6875000 0.6428571 0.6835443 0.6666667 0.6615385 0.6511628
##  [8023] 0.6075949 0.6341463 0.6704545 0.7058824 0.7093023 0.7191011 0.6436782
##  [8030] 0.6477273 0.7142857 0.7850467 0.7833333 0.7204301 0.7525773 0.7549020
##  [8037] 0.7075472 0.6593407 0.6702128 0.6941176 0.6268657 0.7011494 0.6987952
##  [8044] 0.6551724 0.6296296 0.6703297 0.7108434 0.7108434 0.6385542 0.6404494
##  [8051] 0.7440000 0.7325581 0.7386364 0.7111111 0.6103896 0.7474747 0.7252747
##  [8058] 0.7303371 0.6363636 0.6341463 0.7411765 0.7614679 0.7572816 0.6901408
##  [8065] 0.6962025 0.6666667 0.6860465 0.7623762 0.7475728 0.7362637 0.6976744
##  [8072] 0.6708861 0.3571429 0.3500000 0.4285714 0.6142857 0.6410256 0.6543210
##  [8079] 0.7604167 0.7282609 0.7078652 0.4347826 0.4615385 0.3333333 0.7619048
##  [8086] 0.7341772 0.7777778 0.7692308 0.7560976 0.7534247 0.6746988 0.7252747
##  [8093] 0.6623377 0.6046512 0.7169811 0.7323944 0.3428571 0.6315789 0.7101449
##  [8100] 0.6666667 0.4418605 0.4782609 0.4318182 0.7441860 0.7500000 0.7837838
##  [8107] 0.6507937 0.7000000 0.6923077 0.7386364 0.7375000 0.7183099 0.7179487
##  [8114] 0.7222222 0.6825397 0.7126437 0.6410256 0.6829268 0.7011494 0.7529412
##  [8121] 0.7558140 0.7356322 0.6588235 0.6931818 0.7162162 0.7766990 0.8264463
##  [8128] 0.7634409 0.7938144 0.7821782 0.7333333 0.6741573 0.6989247 0.7558140
##  [8135] 0.6865672 0.7471264 0.7469880 0.6860465 0.6951220 0.7142857 0.7439024
##  [8142] 0.7439024 0.6707317 0.6853933 0.7661290 0.7500000 0.7840909 0.7415730
##  [8149] 0.6623377 0.7500000 0.7415730 0.7325581 0.6351351 0.6500000 0.7590361
##  [8156] 0.7870370 0.7722772 0.6911765 0.7142857 0.7027027 0.7176471 0.7900000
##  [8163] 0.7864078 0.7666667 0.7142857 0.6883117 0.4146341 0.3684211 0.4102564
##  [8170] 0.6714286 0.6923077 0.6708861 0.7765957 0.7444444 0.7528090 0.4545455
##  [8177] 0.5098039 0.3902439 0.7654321 0.7532468 0.7816092 0.8051948 0.7594937
##  [8184] 0.7916667 0.7228916 0.7555556 0.6800000 0.6976744 0.7450980 0.7536232
##  [8191] 0.6779661 0.7285714 0.6666667 0.4047619 0.4782609 0.4318182 0.7441860
##  [8198] 0.7634409 0.7837838 0.6290323 0.6811594 0.6507937 0.6941176 0.7215190
##  [8205] 0.6617647 0.7341772 0.6857143 0.6612903 0.6666667 0.6750000 0.6500000
##  [8212] 0.6860465 0.6913580 0.7108434 0.7500000 0.6588235 0.6781609 0.7500000
##  [8219] 0.8000000 0.8067227 0.7500000 0.7684211 0.7575758 0.7452830 0.6741573
##  [8226] 0.6989247 0.7261905 0.6666667 0.7471264 0.7160494 0.6705882 0.6625000
##  [8233] 0.7000000 0.7125000 0.6962025 0.6707317 0.7000000 0.7760000 0.7037037
##  [8240] 0.7411765 0.7415730 0.6447368 0.7500000 0.7126437 0.7471264 0.6351351
##  [8247] 0.6500000 0.7283951 0.7641509 0.7600000 0.6515152 0.7142857 0.6666667
##  [8254] 0.7325581 0.7900000 0.7500000 0.7093023 0.7142857 0.7051282 0.4883721
##  [8261] 0.4102564 0.4102564 0.6901408 0.6923077 0.7195122 0.7500000 0.7011494
##  [8268] 0.7241379 0.4186047 0.5098039 0.3902439 0.7804878 0.7368421 0.7816092
##  [8275] 0.7567568 0.7594937 0.7571429 0.7228916 0.7555556 0.6621622 0.6666667
##  [8282] 0.7200000 0.7536232 0.4647887 0.4615385 0.6406250 0.6363636 0.6307692
##  [8289] 0.5617978 0.5789474 0.6283186 0.6000000 0.5584416 0.6000000 0.6494845
##  [8296] 0.6555556 0.6296296 0.6516854 0.6341463 0.6447368 0.6105263 0.6304348
##  [8303] 0.6526316 0.6288660 0.6451613 0.6489362 0.6315789 0.6326531 0.6500000
##  [8310] 0.5064935 0.5961538 0.6153846 0.6224490 0.6952381 0.6759259 0.6339286
##  [8317] 0.5773196 0.6310680 0.6489362 0.5974026 0.6276596 0.6808511 0.6428571
##  [8324] 0.6043956 0.6300000 0.7052632 0.6774194 0.6421053 0.6952381 0.6992481
##  [8331] 0.6263736 0.6631579 0.6530612 0.6914894 0.6274510 0.6250000 0.5824176
##  [8338] 0.6404494 0.6526316 0.5357143 0.6146789 0.6153846 0.6375000 0.6629213
##  [8345] 0.6511628 0.6421053 0.6039604 0.6448598 0.6063830 0.6382979 0.6555556
##  [8352] 0.6290323 0.6101695 0.6557377 0.6219512 0.6444444 0.6263736 0.6500000
##  [8359] 0.6831683 0.6063830 0.6461538 0.6285714 0.5666667 0.6363636 0.6666667
##  [8366] 0.6736842 0.7272727 0.6590909 0.7558140 0.5517241 0.6105263 0.5487805
##  [8373] 0.7118644 0.7462687 0.6913580 0.4583333 0.6575342 0.7051282 0.7012987
##  [8380] 0.5670103 0.5825243 0.5811966 0.5679012 0.5813953 0.5679012 0.6476190
##  [8387] 0.6250000 0.5813953 0.6063830 0.6179775 0.6097561 0.6116505 0.6435644
##  [8394] 0.6372549 0.6415094 0.6435644 0.6336634 0.6571429 0.6320755 0.6846847
##  [8401] 0.4819277 0.5727273 0.5819672 0.6226415 0.6422018 0.6371681 0.6557377
##  [8408] 0.6074766 0.6548673 0.5918367 0.5308642 0.6000000 0.6633663 0.6666667
##  [8415] 0.6200000 0.6296296 0.7115385 0.6732673 0.6407767 0.6666667 0.6857143
##  [8422] 0.5833333 0.6336634 0.6116505 0.7238095 0.6018519 0.5555556 0.5567010
##  [8429] 0.6105263 0.6237624 0.5434783 0.5913043 0.5779817 0.6516854 0.6458333
##  [8436] 0.6344086 0.6138614 0.5384615 0.5945946 0.5656566 0.6372549 0.6250000
##  [8443] 0.6666667 0.6714286 0.6521739 0.6521739 0.6831683 0.6534653 0.6605505
##  [8450] 0.6788991 0.6078431 0.7142857 0.6790123 0.6712329 0.6210526 0.6631579
##  [8457] 0.6568627 0.6630435 0.6701031 0.7311828 0.5268817 0.5700000 0.5393258
##  [8464] 0.6615385 0.7333333 0.6551724 0.6307692 0.6470588 0.6811594 0.5869565
##  [8471] 0.6020408 0.6228070 0.5138889 0.5512821 0.5921053 0.6145833 0.6333333
##  [8478] 0.6385542 0.6292135 0.5925926 0.6184211 0.6326531 0.5934066 0.6170213
##  [8485] 0.6633663 0.6236559 0.6562500 0.6800000 0.6262626 0.6435644 0.5000000
##  [8492] 0.6168224 0.6218487 0.6161616 0.6634615 0.6697248 0.6637931 0.6000000
##  [8499] 0.6250000 0.6276596 0.6250000 0.6632653 0.6736842 0.6500000 0.6276596
##  [8506] 0.6504854 0.6842105 0.6413043 0.6354167 0.6372549 0.6940299 0.6195652
##  [8513] 0.6562500 0.6600000 0.6559140 0.6603774 0.6185567 0.5913978 0.6483516
##  [8520] 0.5714286 0.5119048 0.6460177 0.6095238 0.6463415 0.6703297 0.6279070
##  [8527] 0.6210526 0.6250000 0.6132075 0.5698925 0.6597938 0.6630435 0.6406250
##  [8534] 0.6000000 0.6451613 0.5975610 0.6521739 0.6489362 0.6826923 0.6764706
##  [8541] 0.6000000 0.6567164 0.6388889 0.6461538 0.6444444 0.6590909 0.6938776
##  [8548] 0.7045455 0.6516854 0.7325581 0.5454545 0.6185567 0.5243902 0.6315789
##  [8555] 0.7164179 0.6987952 0.4200000 0.3750000 0.7419355 0.7346939 0.7368421
##  [8562] 0.6176471 0.6301370 0.5970149 0.6813187 0.6746988 0.6301370 0.6707317
##  [8569] 0.6533333 0.6470588 0.6555556 0.6470588 0.6395349 0.6739130 0.6627907
##  [8576] 0.6818182 0.6777778 0.6333333 0.6666667 0.7160494 0.7837838 0.7723577
##  [8583] 0.6947368 0.7142857 0.7428571 0.6851852 0.6043956 0.6734694 0.6666667
##  [8590] 0.5942029 0.7032967 0.6860465 0.6739130 0.6190476 0.6595745 0.7126437
##  [8597] 0.6976744 0.6436782 0.6304348 0.7244094 0.7191011 0.7252747 0.7127660
##  [8604] 0.6172840 0.7475728 0.6989247 0.7311828 0.5897436 0.6071429 0.7126437
##  [8611] 0.7387387 0.7452830 0.6388889 0.6987952 0.6538462 0.6888889 0.7378641
##  [8618] 0.7115385 0.7096774 0.6704545 0.6746988 0.4255319 0.3488372 0.4565217
##  [8625] 0.6216216 0.6785714 0.6588235 0.7216495 0.7021277 0.7096774 0.3958333
##  [8632] 0.4545455 0.3695652 0.7325581 0.7349398 0.7634409 0.7215190 0.7411765
##  [8639] 0.7200000 0.6627907 0.7395833 0.6329114 0.6170213 0.6481481 0.7162162
##  [8646] 0.4423077 0.6813187 0.7040816 0.7217391 0.5942029 0.6447368 0.6527778
##  [8653] 0.6914894 0.7303371 0.6623377 0.7126437 0.6666667 0.6805556 0.6222222
##  [8660] 0.5783133 0.6516854 0.5955056 0.6741573 0.6923077 0.7021277 0.6000000
##  [8667] 0.6043956 0.7108434 0.7339450 0.7777778 0.7171717 0.7714286 0.7383178
##  [8674] 0.6697248 0.6021505 0.6288660 0.7065217 0.6486486 0.6847826 0.6666667
##  [8681] 0.5795455 0.5833333 0.6421053 0.6931818 0.7078652 0.5930233 0.6129032
##  [8688] 0.7007874 0.6551724 0.6923077 0.6947368 0.5975610 0.7058824 0.6947368
##  [8695] 0.7395833 0.5875000 0.6206897 0.7222222 0.7456140 0.7407407 0.6533333
##  [8702] 0.6785714 0.6329114 0.6989247 0.7087379 0.7314815 0.7187500 0.6813187
##  [8709] 0.6385542 0.4285714 0.3913043 0.5490196 0.6363636 0.6896552 0.6704545
##  [8716] 0.7040816 0.6702128 0.6774194 0.4000000 0.5084746 0.4400000 0.7272727
##  [8723] 0.7142857 0.7708333 0.7469880 0.7058824 0.7468354 0.6888889 0.7346939
##  [8730] 0.6941176 0.6666667 0.7333333 0.7105263 0.7065217 0.7272727 0.7079646
##  [8737] 0.6086957 0.6216216 0.6086957 0.6881720 0.6976744 0.6027397 0.6463415
##  [8744] 0.6794872 0.6571429 0.6022727 0.5903614 0.5833333 0.6222222 0.6853933
##  [8751] 0.6888889 0.6989247 0.6111111 0.6304348 0.7228916 0.7545455 0.7760000
##  [8758] 0.7010309 0.7070707 0.7238095 0.6666667 0.6129032 0.6250000 0.6888889
##  [8765] 0.6250000 0.6956522 0.6781609 0.6222222 0.5952381 0.6086957 0.7191011
##  [8772] 0.6744186 0.5714286 0.5934066 0.6880000 0.7111111 0.7311828 0.7052632
##  [8779] 0.6097561 0.7281553 0.7052632 0.7368421 0.5454545 0.5662651 0.7045455
##  [8786] 0.7433628 0.7142857 0.6842105 0.6746988 0.6455696 0.6666667 0.6800000
##  [8793] 0.6923077 0.7157895 0.6321839 0.6341463 0.4166667 0.4468085 0.4130435
##  [8800] 0.6493506 0.6705882 0.6190476 0.7272727 0.6947368 0.7157895 0.4200000
##  [8807] 0.4736842 0.3958333 0.7241379 0.7108434 0.7282609 0.7283951 0.7023810
##  [8814] 0.8048780 0.6704545 0.7052632 0.6250000 0.7115385 0.7500000 0.7564103
##  [8821] 0.3823529 0.4583333 0.5326087 0.5900000 0.6224490 0.6000000 0.6018519
##  [8828] 0.5757576 0.6238532 0.6346154 0.6288660 0.5789474 0.6071429 0.6379310
##  [8835] 0.5948276 0.5818182 0.5982143 0.5964912 0.6101695 0.6134454 0.5051546
##  [8842] 0.5210084 0.5454545 0.6134454 0.6198347 0.6269841 0.6030534 0.5641026
##  [8849] 0.5867769 0.6106195 0.5918367 0.5803571 0.6250000 0.5826087 0.6106195
##  [8856] 0.5966387 0.6339286 0.5963303 0.6173913 0.6640000 0.6375839 0.5238095
##  [8863] 0.5462963 0.5137615 0.7250000 0.5593220 0.5789474 0.5277778 0.6517857
##  [8870] 0.6017699 0.5288462 0.5634921 0.5500000 0.6237624 0.6330275 0.6095238
##  [8877] 0.5675676 0.5130435 0.5294118 0.5092593 0.5636364 0.6517857 0.7222222
##  [8884] 0.7272727 0.7126437 0.6250000 0.6782609 0.6521739 0.5775862 0.5575221
##  [8891] 0.4953271 0.7032967 0.7010309 0.7111111 0.5981308 0.5825243 0.5688073
##  [8898] 0.6476190 0.5346535 0.6568627 0.5555556 0.5405405 0.5392157 0.6913580
##  [8905] 0.7191011 0.6796117 0.4262295 0.5360825 0.5631068 0.5800000 0.6115702
##  [8912] 0.5892857 0.5769231 0.5855856 0.6330275 0.6666667 0.5798319 0.5575221
##  [8919] 0.6016949 0.6178862 0.5948276 0.6218487 0.5847458 0.5630252 0.5901639
##  [8926] 0.4646465 0.4491525 0.5037594 0.5546218 0.5853659 0.5714286 0.5714286
##  [8933] 0.5655738 0.5645161 0.5739130 0.6190476 0.5932203 0.6000000 0.5833333
##  [8940] 0.5862069 0.5967742 0.6324786 0.6086957 0.5811966 0.6080000 0.6092715
##  [8947] 0.5272727 0.5090909 0.4351852 0.6666667 0.5000000 0.5555556 0.4909091
##  [8954] 0.6260870 0.5775862 0.5321101 0.5312500 0.5163934 0.6481481 0.6071429
##  [8961] 0.6339286 0.5309735 0.4786325 0.4958678 0.5517241 0.5526316 0.5636364
##  [8968] 0.7157895 0.7204301 0.7340426 0.5714286 0.6173913 0.5789474 0.5299145
##  [8975] 0.4955752 0.4444444 0.7373737 0.6428571 0.7187500 0.5327103 0.5700935
##  [8982] 0.5701754 0.5943396 0.5514019 0.6019417 0.5701754 0.5431034 0.5283019
##  [8989] 0.6860465 0.7127660 0.6380952 0.6271186 0.6229508 0.6386555 0.6176471
##  [8996] 0.6093750 0.6229508 0.6279070 0.6796875 0.6885246 0.5681818 0.5703125
##  [9003] 0.5984848 0.5820896 0.6240602 0.6370370 0.6250000 0.5639098 0.6086957
##  [9010] 0.5546218 0.4736842 0.4577465 0.6086957 0.6043165 0.5915493 0.5714286
##  [9017] 0.5447761 0.5547445 0.6370370 0.6475410 0.6521739 0.5968992 0.6029412
##  [9024] 0.5846154 0.5735294 0.6764706 0.6363636 0.5581395 0.5735294 0.5625000
##  [9031] 0.5555556 0.5511811 0.4880000 0.6363636 0.5514706 0.5681818 0.5354331
##  [9038] 0.5984252 0.5769231 0.5365854 0.4927536 0.5220588 0.6612903 0.6461538
##  [9045] 0.6484375 0.6015038 0.4285714 0.5147059 0.5196850 0.5769231 0.6201550
##  [9052] 0.7543860 0.7477477 0.7699115 0.6065574 0.6439394 0.6212121 0.5777778
##  [9059] 0.4920635 0.4838710 0.7606838 0.6810345 0.7345133 0.5840000 0.5934959
##  [9066] 0.5923077 0.6370968 0.6220472 0.6666667 0.5241935 0.5234375 0.5333333
##  [9073] 0.7685185 0.7739130 0.6747967 0.3611111 0.3768116 0.5319149 0.5116279
##  [9080] 0.4266667 0.4698795 0.5308642 0.5135135 0.4891304 0.4534884 0.5483871
##  [9087] 0.5714286 0.5543478 0.5274725 0.5578947 0.5463918 0.5940594 0.5476190
##  [9094] 0.5963303 0.6260163 0.5208333 0.5000000 0.5714286 0.5964912 0.5643564
##  [9101] 0.5631068 0.4772727 0.3802817 0.4888889 0.5113636 0.5106383 0.5274725
##  [9108] 0.5306122 0.5555556 0.5393258 0.6122449 0.5742574 0.6046512 0.5333333
##  [9115] 0.5744681 0.5816327 0.6170213 0.5728155 0.5670103 0.5684211 0.5287356
##  [9122] 0.5326087 0.5393258 0.6017699 0.5619048 0.4935065 0.5348837 0.5180723
##  [9129] 0.5684211 0.5769231 0.5660377 0.5473684 0.5789474 0.5934066 0.6060606
##  [9136] 0.5873016 0.5645161 0.5185185 0.5666667 0.5168539 0.6346154 0.5567010
##  [9143] 0.5161290 0.5820896 0.5285714 0.5692308 0.6043956 0.6333333 0.6145833
##  [9150] 0.6162791 0.5632184 0.6428571 0.4886364 0.5053763 0.4444444 0.5689655
##  [9157] 0.6811594 0.6219512 0.3611111 0.5154639 0.5274725 0.4102564 0.4352941
##  [9164] 0.5294118 0.5128205 0.5353535 0.5053763 0.5757576 0.5961538 0.5212766
##  [9171] 0.5263158 0.5257732 0.6132075 0.6296296 0.6086957 0.5929204 0.6000000
##  [9178] 0.4742268 0.4693878 0.5142857 0.6166667 0.5754717 0.6126126 0.3908046
##  [9185] 0.3866667 0.4044944 0.5578947 0.5686275 0.5567010 0.5714286 0.5684211
##  [9192] 0.4719101 0.6213592 0.5436893 0.6222222 0.5625000 0.6000000 0.5922330
##  [9199] 0.6534653 0.5963303 0.5643564 0.5656566 0.5744681 0.5900000 0.5684211
##  [9206] 0.6101695 0.5727273 0.5301205 0.5000000 0.5505618 0.5800000 0.6000000
##  [9213] 0.5636364 0.5882353 0.5612245 0.5894737 0.6575342 0.6231884 0.6231884
##  [9220] 0.5842697 0.6082474 0.5773196 0.6168224 0.5961538 0.5454545 0.6164384
##  [9227] 0.5657895 0.6056338 0.5851064 0.6129032 0.5816327 0.6111111 0.5604396
##  [9234] 0.6666667 0.5053763 0.5643564 0.5168539 0.6093750 0.6527778 0.6000000
##  [9241] 0.4835165 0.4578313 0.3611111 0.4125000 0.4545455 0.4722222 0.5212766
##  [9248] 0.5543478 0.5638298 0.6538462 0.5543478 0.5434783 0.5268817 0.6442308
##  [9255] 0.6346154 0.5813953 0.6339286 0.6370968 0.4731183 0.5000000 0.5576923
##  [9262] 0.6324786 0.6190476 0.6296296 0.4418605 0.3802817 0.4367816 0.5280899
##  [9269] 0.6138614 0.5744681 0.6019417 0.6021505 0.5393258 0.5684211 0.6153846
##  [9276] 0.6567164 0.6105263 0.5894737 0.6237624 0.6315789 0.6000000 0.5959596
##  [9283] 0.5833333 0.5777778 0.5937500 0.5714286 0.6140351 0.5754717 0.5316456
##  [9290] 0.5348837 0.5529412 0.5684211 0.5904762 0.5523810 0.5918367 0.5638298
##  [9297] 0.5934066 0.6470588 0.5873016 0.5873016 0.5542169 0.5824176 0.5806452
##  [9304] 0.6346154 0.6000000 0.5625000 0.5606061 0.5072464 0.5692308 0.6489362
##  [9311] 0.6774194 0.6145833 0.6000000 0.6111111 0.6428571 0.5056180 0.5520833
##  [9318] 0.5000000 0.5932203 0.6617647 0.6385542 0.5471698 0.5154639 0.5428571
##  [9325] 0.3707865 0.4545455 0.5526316 0.5675676 0.5495495 0.6280992 0.3939394
##  [9332] 0.4000000 0.4326923 0.5966387 0.6115702 0.6037736 0.6230769 0.5869565
##  [9339] 0.5263158 0.5593220 0.5573770 0.5801527 0.5384615 0.5500000 0.5046729
##  [9346] 0.5000000 0.5137615 0.4607843 0.5811966 0.6086957 0.5714286 0.5000000
##  [9353] 0.4242424 0.6034483 0.5950413 0.5890411 0.6495726 0.6440678 0.6585366
##  [9360] 0.6194690 0.6160000 0.6016949 0.5913043 0.5871560 0.5495495 0.5283019
##  [9367] 0.6060606 0.5491803 0.4395604 0.4329897 0.3978495 0.6271186 0.5967742
##  [9374] 0.5289256 0.5739130 0.6000000 0.6724138 0.7311828 0.7078652 0.6931818
##  [9381] 0.6605505 0.6160714 0.6379310 0.6560000 0.6166667 0.5982906 0.6703297
##  [9388] 0.6276596 0.6777778 0.6810345 0.6929825 0.6525424 0.7168142 0.6517857
##  [9395] 0.7037037 0.5412844 0.5652174 0.5523810 0.7325581 0.7282609 0.6886792
##  [9402] 0.3250000 0.4111111 0.5483871 0.6000000 0.5514019 0.5247525 0.5619048
##  [9409] 0.6666667 0.5943396 0.5981308 0.5700935 0.5727273 0.6610169 0.5918367
##  [9416] 0.6480000 0.6194030 0.5233645 0.4905660 0.5178571 0.6031746 0.6000000
##  [9423] 0.6101695 0.4693878 0.4767442 0.5098039 0.6261682 0.6071429 0.5849057
##  [9430] 0.5840708 0.6481481 0.5961538 0.6666667 0.6324786 0.6000000 0.6037736
##  [9437] 0.5576923 0.6403509 0.6481481 0.5315315 0.5909091 0.5242718 0.6285714
##  [9444] 0.5754717 0.5544554 0.5737705 0.5603448 0.5957447 0.6213592 0.5959596
##  [9451] 0.5523810 0.5982906 0.5641026 0.5871560 0.5049505 0.5600000 0.7142857
##  [9458] 0.7037037 0.6875000 0.5217391 0.5204082 0.5490196 0.5765766 0.5688073
##  [9465] 0.5740741 0.6785714 0.6000000 0.6707317 0.6250000 0.5670103 0.6074766
##  [9472] 0.6224490 0.6039604 0.6021505 0.5392157 0.5096154 0.5510204 0.6621622
##  [9479] 0.6625000 0.6421053 0.3580247 0.4756098 0.4736842 0.5051546 0.5053763
##  [9486] 0.5612245 0.6355140 0.5368421 0.5263158 0.5104167 0.6261682 0.6168224
##  [9493] 0.6086957 0.6173913 0.5887097 0.4742268 0.4210526 0.4400000 0.6166667
##  [9500] 0.5754717 0.6250000 0.4444444 0.3648649 0.4044944 0.5876289 0.5686275
##  [9507] 0.5714286 0.5294118 0.5833333 0.5376344 0.6213592 0.6363636 0.6323529
##  [9514] 0.5625000 0.5567010 0.6190476 0.6400000 0.5700935 0.5643564 0.5656566
##  [9521] 0.5591398 0.5612245 0.5531915 0.6101695 0.5462963 0.5813953 0.5494505
##  [9528] 0.5340909 0.5360825 0.5607477 0.5233645 0.6153846 0.4838710 0.5434783
##  [9535] 0.6575342 0.6428571 0.6029412 0.5000000 0.5164835 0.5161290 0.5769231
##  [9542] 0.5544554 0.5454545 0.6164384 0.5657895 0.5857143 0.6000000 0.5666667
##  [9549] 0.5816327 0.5955056 0.5444444 0.6363636 0.5053763 0.5051546 0.5168539
##  [9556] 0.5873016 0.6338028 0.6321839 0.5434783 0.5119048 0.5740741 0.5346535
##  [9563] 0.5714286 0.6403509 0.5631068 0.5673077 0.5242718 0.6071429 0.6347826
##  [9570] 0.6020408 0.5882353 0.5954198 0.4300000 0.4100000 0.4862385 0.6111111
##  [9577] 0.5840708 0.6186441 0.4479167 0.4337349 0.4747475 0.6095238 0.5909091
##  [9584] 0.5943396 0.5803571 0.6057692 0.5643564 0.6754386 0.6173913 0.6170213
##  [9591] 0.5728155 0.5943396 0.5740741 0.6818182 0.5137615 0.5048544 0.5196078
##  [9598] 0.5980392 0.5981308 0.5643564 0.6048387 0.5689655 0.6210526 0.5900000
##  [9605] 0.5773196 0.5196078 0.5701754 0.5221239 0.6339286 0.5294118 0.5408163
##  [9612] 0.6790123 0.6835443 0.6133333 0.5638298 0.4842105 0.5000000 0.5727273
##  [9619] 0.5514019 0.5566038 0.6746988 0.5783133 0.6329114 0.5940594 0.6060606
##  [9626] 0.5050505 0.6185567 0.5714286 0.6421053 0.4897959 0.5333333 0.5312500
##  [9633] 0.6388889 0.6582278 0.6086957 0.3521127 0.6226415 0.6274510 0.6603774
##  [9640] 0.6261682 0.4615385 0.4673913 0.5000000 0.6422018 0.6576577 0.6129032
##  [9647] 0.6440678 0.6564885 0.5392157 0.5754717 0.5727273 0.6311475 0.6306306
##  [9654] 0.6036036 0.5463918 0.4938272 0.5104167 0.5000000 0.6388889 0.6442308
##  [9661] 0.6018519 0.5108696 0.4777778 0.6380952 0.6869565 0.6642857 0.6886792
##  [9668] 0.6571429 0.7079646 0.6161616 0.6608696 0.6605505 0.6380952 0.6224490
##  [9675] 0.6078431 0.6161616 0.6904762 0.6260870 0.4814815 0.4534884 0.4146341
##  [9682] 0.6759259 0.6521739 0.6173913 0.6697248 0.6851852 0.6764706 0.6973684
##  [9689] 0.6666667 0.6478873 0.6770833 0.6534653 0.6761905 0.7264957 0.6991150
##  [9696] 0.6697248 0.6400000 0.5897436 0.6486486 0.7238095 0.7619048 0.7037037
##  [9703] 0.7524752 0.6930693 0.7525773 0.5714286 0.6481481 0.6000000 0.6764706
##  [9710] 0.7594937 0.7368421 0.6300000 0.6354167 0.6565657 0.6470588 0.5280899
##  [9717] 0.5168539 0.5164835 0.6634615 0.6792453 0.6363636 0.6637168 0.6746032
##  [9724] 0.5416667 0.5656566 0.6168224 0.6610169 0.6635514 0.6605505 0.5494505
##  [9731] 0.4933333 0.5434783 0.5505618 0.6601942 0.6666667 0.6346154 0.5777778
##  [9738] 0.4941176 0.6862745 0.6972477 0.7101449 0.6868687 0.6666667 0.6826923
##  [9745] 0.6938776 0.6936937 0.6435644 0.6600000 0.6451613 0.6428571 0.6236559
##  [9752] 0.7000000 0.6330275 0.4800000 0.5238095 0.4683544 0.6862745 0.6355140
##  [9759] 0.6363636 0.6796117 0.6700000 0.6875000 0.6764706 0.6615385 0.6190476
##  [9766] 0.6888889 0.6489362 0.6458333 0.7387387 0.6981132 0.6666667 0.6714286
##  [9773] 0.6351351 0.6811594 0.7113402 0.7395833 0.6632653 0.7684211 0.6914894
##  [9780] 0.7415730 0.5760870 0.6300000 0.5909091 0.6500000 0.7285714 0.6941176
##  [9787] 0.4158416 0.3960396 0.4954955 0.5714286 0.5625000 0.5486726 0.5132743
##  [9794] 0.5175439 0.6454545 0.6046512 0.6099291 0.5677966 0.5630252 0.5725806
##  [9801] 0.5040000 0.4778761 0.4649123 0.5495495 0.5208333 0.5446429 0.5765766
##  [9808] 0.4818182 0.4215686 0.4594595 0.6347826 0.5727273 0.4622642 0.5384615
##  [9815] 0.5000000 0.5545455 0.5752212 0.5811966 0.5188679 0.5378151 0.5565217
##  [9822] 0.6068376 0.4803922 0.4423077 0.5462963 0.5546875 0.5528455 0.5700000
##  [9829] 0.5833333 0.5849057 0.5181818 0.5294118 0.5564516 0.5526316 0.5137615
##  [9836] 0.5779817 0.6162791 0.6511628 0.6352941 0.5728155 0.5283019 0.5140187
##  [9843] 0.5798319 0.5603448 0.5135135 0.5977011 0.5057471 0.6206897 0.6000000
##  [9850] 0.5849057 0.6086957 0.6605505 0.6055046 0.6944444 0.5046729 0.5178571
##  [9857] 0.5145631 0.7209302 0.7578947 0.6407767 0.3750000 0.5625000 0.5871560
##  [9864] 0.6036036 0.5765766 0.4859813 0.4766355 0.5980392 0.6080000 0.6131387
##  [9871] 0.5045872 0.5652174 0.5630252 0.5041322 0.5045045 0.5044248 0.5377358
##  [9878] 0.5217391 0.5327103 0.5794393 0.4666667 0.4803922 0.4862385 0.6272727
##  [9885] 0.5754717 0.4757282 0.4579439 0.4772727 0.5428571 0.5514019 0.5840708
##  [9892] 0.5196078 0.5517241 0.5964912 0.5727273 0.4639175 0.4554455 0.5619048
##  [9899] 0.6230769 0.5546218 0.6161616 0.6000000 0.5742574 0.5188679 0.5677966
##  [9906] 0.5702479 0.6293103 0.4854369 0.5100000 0.6049383 0.6250000 0.6250000
##  [9913] 0.4333333 0.4693878 0.4545455 0.5315315 0.5495495 0.5000000 0.6190476
##  [9920] 0.5238095 0.5925926 0.5904762 0.5882353 0.6250000 0.6274510 0.5544554
##  [9927] 0.6500000 0.5048544 0.5185185 0.5588235 0.6835443 0.7126437 0.6185567
##  [9934] 0.5045872 0.5818182 0.5727273 0.6086957 0.4954128 0.4862385 0.6057692
##  [9941] 0.6141732 0.6187050 0.5652174 0.5847458 0.5934959 0.5000000 0.4864865
##  [9948] 0.5000000 0.6106195 0.6060606 0.6173913 0.6126126 0.4766355 0.5047619
##  [9955] 0.4678899 0.6695652 0.5833333 0.4411765 0.4818182 0.4962963 0.6160714
##  [9962] 0.5982143 0.6271186 0.4700000 0.5833333 0.6271186 0.6173913 0.4591837
##  [9969] 0.4040404 0.5428571 0.6183206 0.5853659 0.5959596 0.6074766 0.6095238
##  [9976] 0.5277778 0.5630252 0.5655738 0.5363636 0.5370370 0.5754717 0.6144578
##  [9983] 0.6506024 0.6506024 0.5555556 0.4950495 0.4951456 0.6016949 0.5701754
##  [9990] 0.5625000 0.6279070 0.5517241 0.6352941 0.6486486 0.6226415 0.6551724
##  [9997] 0.6851852 0.6422018 0.6826923 0.5142857 0.5405405 0.5247525 0.7073171
## [10004] 0.7333333 0.6666667 0.6000000 0.6034483 0.6134454 0.3750000 0.3962264
## [10011] 0.6238532 0.6076923 0.6413793 0.6290323 0.6349206 0.6412214 0.3793103
## [10018] 0.3679245 0.3853211 0.6500000 0.6250000 0.6333333 0.5803571 0.3529412
## [10025] 0.3960396 0.4074074 0.6722689 0.6140351 0.4954128 0.4912281 0.4592593
## [10032] 0.5964912 0.6386555 0.6198347 0.5233645 0.6641221 0.6311475 0.6666667
## [10039] 0.4705882 0.5045872 0.6140351 0.6015038 0.6015625 0.6153846 0.6000000
## [10046] 0.6146789 0.6333333 0.6141732 0.6153846 0.5565217 0.6302521 0.6071429
## [10053] 0.6206897 0.6704545 0.6551724 0.6422018 0.6106195 0.6086957 0.6400000
## [10060] 0.6341463 0.6280992 0.6333333 0.6063830 0.6703297 0.6974790 0.6982759
## [10067] 0.6910569 0.7327586 0.6695652 0.7543860 0.5877193 0.5603448 0.5740741
## [10074] 0.7528090 0.7979798 0.7297297 0.3510638 0.4356436 0.5663717 0.6302521
## [10081] 0.6250000 0.6190476 0.5820896 0.5446429 0.5775862 0.5750000 0.5163934
## [10088] 0.5438596 0.5175439 0.5096154 0.4719101 0.5047619 0.4646465 0.5752212
## [10095] 0.5909091 0.5398230 0.4591837 0.4591837 0.5982143 0.6134454 0.5744681
## [10102] 0.6339286 0.6283186 0.6324786 0.6018519 0.6229508 0.5840708 0.5727273
## [10109] 0.5943396 0.5945946 0.5480769 0.6124031 0.5546218 0.4777778 0.4845361
## [10116] 0.4516129 0.6347826 0.6370968 0.5462185 0.6293103 0.6434783 0.6696429
## [10123] 0.7159091 0.7058824 0.6746988 0.6310680 0.6486486 0.6460177 0.6528926
## [10130] 0.6355932 0.6525424 0.6666667 0.6222222 0.6744186 0.6902655 0.7027027
## [10137] 0.6608696 0.7272727 0.6605505 0.7500000 0.5471698 0.6086957 0.5728155
## [10144] 0.7317073 0.7415730 0.7238095 0.4100000 0.5701754 0.6333333 0.6285714
## [10151] 0.6000000 0.5955882 0.5090909 0.5438596 0.5546218 0.5669291 0.5847458
## [10158] 0.5593220 0.5000000 0.4606742 0.4952381 0.4700000 0.5663717 0.5945946
## [10165] 0.5178571 0.4950495 0.4950495 0.6379310 0.6280992 0.6068966 0.6250000
## [10172] 0.6194690 0.6355932 0.6306306 0.6147541 0.6120690 0.6260870 0.5981308
## [10179] 0.5855856 0.5384615 0.5937500 0.5934959 0.4494382 0.4583333 0.4736842
## [10186] 0.6379310 0.6290323 0.6080000 0.6206897 0.6465517 0.6486486 0.7191011
## [10193] 0.7241379 0.6941176 0.6728972 0.6517857 0.6371681 0.6774194 0.6386555
## [10200] 0.6206897 0.6704545 0.6413043 0.6781609 0.6696429 0.7168142 0.6752137
## [10207] 0.7064220 0.6513761 0.7169811 0.5514019 0.6239316 0.6037736 0.7037037
## [10214] 0.7159091 0.6633663 0.6050420 0.5847458 0.6636364 0.6201550 0.5839416
## [10221] 0.5478261 0.5431034 0.5537190 0.5769231 0.5593220 0.5462185 0.4711538
## [10228] 0.4615385 0.5092593 0.5142857 0.5526316 0.5545455 0.5304348 0.5238095
## [10235] 0.4951456 0.6000000 0.6260163 0.5664336 0.6347826 0.6525424 0.6101695
## [10242] 0.6283186 0.6016260 0.6218487 0.6355932 0.5963303 0.6086957 0.6160714
## [10249] 0.6343284 0.5691057 0.5000000 0.4432990 0.4742268 0.6583333 0.6269841
## [10256] 0.5371901 0.6416667 0.6440678 0.6695652 0.7282609 0.7191011 0.7045455
## [10263] 0.6697248 0.6724138 0.6228070 0.6953125 0.6475410 0.6186441 0.6813187
## [10270] 0.6382979 0.6741573 0.6782609 0.7241379 0.6379310 0.7478261 0.6486486
## [10277] 0.6886792 0.5765766 0.6218487 0.6018519 0.7441860 0.7391304 0.6857143
## [10284] 0.4311927 0.6146789 0.6212121 0.6250000 0.5983607 0.6377953 0.6124031
## [10291] 0.3706897 0.3584906 0.3611111 0.6068376 0.6019417 0.6016949 0.5964912
## [10298] 0.4056604 0.4326923 0.4553571 0.6638655 0.6052632 0.5267857 0.4824561
## [10305] 0.4518519 0.5877193 0.6186441 0.6229508 0.5277778 0.5806452 0.5882353
## [10312] 0.6134454 0.4903846 0.4814815 0.6052632 0.5833333 0.5937500 0.5922330
## [10319] 0.6283186 0.6055046 0.6134454 0.6279070 0.6183206 0.6083333 0.6218487
## [10326] 0.5596330 0.6250000 0.6590909 0.6436782 0.5673077 0.5765766 0.5495495
## [10333] 0.6209677 0.5677966 0.5966387 0.6373626 0.5957447 0.6292135 0.6551724
## [10340] 0.6306306 0.6611570 0.7130435 0.6724138 0.6880734 0.5663717 0.5641026
## [10347] 0.6036036 0.7272727 0.7500000 0.7090909 0.6428571 0.6343284 0.6369863
## [10354] 0.6129032 0.6511628 0.6466165 0.4426230 0.4090909 0.4107143 0.6101695
## [10361] 0.6320755 0.6280992 0.6239316 0.4112150 0.4077670 0.4736842 0.6666667
## [10368] 0.6554622 0.5309735 0.4736842 0.5106383 0.6034483 0.6101695 0.6147541
## [10375] 0.5714286 0.6488550 0.6370968 0.6612903 0.5504587 0.5398230 0.6086957
## [10382] 0.6474820 0.6183206 0.6481481 0.6315789 0.6216216 0.6280992 0.6201550
## [10389] 0.5781250 0.6341463 0.6016949 0.6017699 0.6292135 0.6321839 0.6477273
## [10396] 0.5981308 0.5929204 0.5789474 0.6240000 0.5833333 0.5641026 0.6263736
## [10403] 0.6000000 0.6483516 0.6694915 0.6578947 0.6528926 0.7478992 0.6521739
## [10410] 0.6909091 0.5948276 0.5798319 0.6071429 0.7582418 0.7653061 0.7117117
## [10417] 0.4476190 0.5083333 0.5660377 0.6250000 0.6554622 0.6290323 0.6160714
## [10424] 0.6140351 0.6415094 0.6263736 0.6481481 0.6310680 0.6238532 0.6285714
## [10431] 0.6371681 0.6915888 0.6538462 0.6355140 0.6608696 0.6896552 0.5940594
## [10438] 0.5742574 0.5809524 0.6915888 0.5855856 0.5392157 0.5102041 0.6470588
## [10445] 0.6320755 0.4615385 0.5517241 0.5625000 0.6595745 0.6262626 0.6288660
## [10452] 0.5686275 0.5504587 0.5663717 0.4742268 0.6190476 0.6200000 0.6923077
## [10459] 0.6800000 0.7142857 0.6315789 0.6504854 0.6476190 0.6181818 0.6111111
## [10466] 0.5769231 0.7037037 0.6705882 0.7125000 0.6020408 0.5851064 0.6380952
## [10473] 0.6421053 0.5937500 0.6521739 0.5257732 0.5392157 0.5376344 0.6901408
## [10480] 0.7375000 0.6630435 0.3593750 0.5360000 0.5877863 0.5639098 0.5845070
## [10487] 0.6119403 0.5789474 0.6111111 0.6551724 0.6279070 0.6456693 0.6183206
## [10494] 0.6111111 0.6090226 0.6946565 0.6320000 0.6171875 0.6296296 0.6187500
## [10501] 0.5583333 0.5537190 0.5123967 0.6535433 0.5312500 0.5123967 0.5000000
## [10508] 0.6480000 0.6356589 0.4594595 0.4692308 0.4761905 0.6806723 0.6083333
## [10515] 0.6666667 0.5840000 0.4508197 0.5267176 0.5083333 0.6141732 0.6260163
## [10522] 0.7685185 0.7735849 0.7735849 0.6470588 0.6065574 0.6048387 0.5590551
## [10529] 0.5403226 0.5327869 0.7636364 0.6909091 0.7706422 0.5391304 0.6101695
## [10536] 0.5500000 0.6885246 0.6050420 0.6637931 0.5128205 0.5245902 0.5478261
## [10543] 0.7600000 0.7777778 0.6837607 0.5579710 0.5845070 0.5724138 0.5816993
## [10550] 0.5774648 0.5563380 0.5746269 0.6240000 0.6214286 0.6474820 0.6028369
## [10557] 0.6258993 0.6137931 0.6737589 0.6250000 0.6312057 0.6041667 0.5892857
## [10564] 0.5461538 0.5639098 0.5373134 0.6737589 0.5531915 0.5373134 0.5267176
## [10571] 0.6397059 0.6086957 0.5158730 0.4306569 0.4927536 0.6793893 0.6240602
## [10578] 0.6567164 0.5912409 0.5144928 0.4632353 0.5555556 0.5985401 0.6397059
## [10585] 0.7983871 0.7933884 0.7833333 0.6590909 0.6119403 0.6204380 0.5579710
## [10592] 0.5407407 0.5000000 0.7936508 0.7401575 0.7804878 0.5954198 0.6259542
## [10599] 0.5820896 0.6461538 0.6106870 0.6640625 0.5496183 0.5373134 0.5590551
## [10606] 0.7719298 0.7563025 0.6614173 0.4181818 0.4070796 0.5925926 0.6220472
## [10613] 0.6201550 0.4814815 0.5353535 0.4909091 0.6239316 0.6178862 0.6101695
## [10620] 0.5853659 0.6086957 0.5585586 0.6393443 0.5737705 0.6092715 0.5913043
## [10627] 0.5614035 0.6147541 0.6554622 0.5840000 0.5555556 0.5811966 0.5892857
## [10634] 0.6016949 0.5321101 0.5864662 0.5748031 0.5825243 0.5818182 0.5963303
## [10641] 0.6050420 0.6093750 0.5555556 0.6115702 0.5526316 0.5765766 0.7157895
## [10648] 0.6923077 0.6923077 0.5849057 0.5675676 0.5535714 0.5785124 0.5833333
## [10655] 0.5882353 0.6559140 0.6000000 0.6774194 0.6228070 0.6339286 0.5826087
## [10662] 0.6330275 0.5779817 0.6415094 0.5701754 0.6033058 0.5818182 0.6860465
## [10669] 0.7127660 0.6509434 0.4576271 0.6285714 0.6062992 0.6363636 0.4909091
## [10676] 0.5300000 0.5000000 0.6068376 0.6016260 0.6280992 0.5691057 0.6500000
## [10683] 0.5789474 0.6666667 0.6356589 0.5866667 0.5862069 0.5565217 0.6097561
## [10690] 0.6829268 0.5793651 0.5508475 0.5882353 0.6206897 0.6083333 0.5535714
## [10697] 0.5925926 0.5590551 0.6168224 0.6140351 0.6036036 0.5882353 0.5365854
## [10704] 0.5396825 0.5833333 0.5603448 0.6206897 0.7474747 0.7525773 0.7127660
## [10711] 0.6181818 0.6000000 0.5739130 0.5737705 0.5666667 0.5217391 0.7171717
## [10718] 0.6363636 0.7113402 0.6293103 0.6283186 0.5398230 0.6272727 0.5727273
## [10725] 0.6605505 0.5526316 0.5384615 0.5504587 0.7078652 0.7052632 0.6320755
## [10732] 0.6056338 0.5923077 0.6222222 0.5043478 0.5566038 0.4869565 0.6147541
## [10739] 0.5984252 0.6129032 0.5555556 0.6229508 0.6000000 0.6299213 0.6000000
## [10746] 0.5935484 0.5593220 0.5299145 0.6062992 0.6560000 0.5080645 0.5491803
## [10753] 0.5737705 0.5689655 0.6160000 0.5762712 0.6197183 0.5461538 0.6250000
## [10760] 0.5982906 0.6000000 0.5619835 0.5692308 0.5496183 0.6461538 0.5462185
## [10767] 0.5438596 0.7500000 0.7300000 0.7300000 0.6017699 0.5847458 0.5950413
## [10774] 0.5937500 0.5166667 0.5454545 0.7087379 0.6698113 0.7156863 0.6134454
## [10781] 0.6120690 0.5750000 0.5855856 0.5701754 0.6548673 0.5983607 0.5725806
## [10788] 0.6218487 0.7127660 0.7475728 0.6396396 0.3916667 0.3389831 0.5891473
## [10795] 0.5826087 0.6165414 0.5680000 0.4201681 0.4705882 0.4262295 0.6515152
## [10802] 0.5873016 0.4918033 0.5000000 0.4383562 0.6046512 0.5891473 0.5939850
## [10809] 0.4915254 0.5766423 0.5725191 0.5954198 0.4827586 0.5000000 0.5984252
## [10816] 0.5492958 0.5579710 0.6333333 0.6190476 0.6209677 0.5846154 0.5797101
## [10823] 0.5915493 0.6119403 0.5923077 0.5920000 0.6915888 0.7196262 0.6952381
## [10830] 0.5762712 0.5725806 0.5483871 0.5925926 0.5970149 0.5909091 0.6880734
## [10837] 0.6272727 0.6944444 0.6742424 0.6640625 0.6287879 0.7348485 0.6793893
## [10844] 0.7441860 0.5520000 0.5275591 0.6080000 0.7641509 0.7807018 0.7120000
## [10851] 0.3839286 0.5726496 0.5904762 0.5677966 0.5486726 0.3203883 0.3942308
## [10858] 0.3761468 0.6302521 0.5826087 0.4351852 0.4336283 0.4222222 0.5775862
## [10865] 0.5966387 0.5901639 0.5315315 0.5714286 0.5546218 0.5798319 0.4953271
## [10872] 0.4864865 0.5575221 0.5955882 0.5396825 0.5943396 0.6173913 0.5945946
## [10879] 0.5555556 0.5748031 0.5317460 0.5750000 0.5391304 0.5625000 0.6559140
## [10886] 0.6593407 0.6593407 0.5288462 0.5272727 0.5267857 0.5294118 0.5338983
## [10893] 0.5384615 0.6526316 0.6122449 0.6304348 0.5964912 0.5945946 0.6393443
## [10900] 0.6782609 0.6379310 0.6756757 0.5178571 0.5299145 0.5412844 0.7252747
## [10907] 0.7216495 0.6846847 0.6290323 0.6146789 0.6456693 0.5603448 0.3853211
## [10914] 0.4259259 0.4210526 0.6166667 0.5932203 0.4912281 0.4745763 0.4233577
## [10921] 0.5762712 0.6065574 0.5655738 0.5438596 0.5703125 0.5772358 0.6016260
## [10928] 0.4672897 0.4594595 0.5811966 0.5629630 0.5040000 0.6181818 0.6034483
## [10935] 0.5929204 0.5785124 0.5846154 0.5648855 0.5853659 0.5750000 0.6101695
## [10942] 0.6382979 0.6702128 0.6559140 0.5818182 0.5775862 0.5762712 0.6307692
## [10949] 0.6031746 0.5500000 0.6494845 0.5959596 0.6562500 0.6639344 0.6410256
## [10956] 0.6370968 0.7398374 0.6583333 0.7288136 0.5555556 0.5537190 0.5789474
## [10963] 0.7731959 0.8018868 0.7155172 0.3690476 0.3541667 0.5833333 0.6034483
## [10970] 0.5945946 0.5811966 0.5794393 0.5660377 0.6495726 0.5689655 0.5774648
## [10977] 0.5740741 0.5555556 0.5495495 0.6666667 0.5677966 0.5625000 0.5233645
## [10984] 0.6238532 0.6347826 0.5660377 0.6046512 0.6048387 0.5773196 0.5631068
## [10991] 0.5643564 0.6017699 0.6065574 0.5619835 0.6440678 0.5855856 0.5849057
## [10998] 0.7191011 0.7093023 0.6785714 0.5940594 0.6018519 0.6000000 0.6101695
## [11005] 0.5663717 0.5714286 0.6704545 0.6263736 0.6627907 0.6074766 0.6190476
## [11012] 0.5779817 0.6442308 0.6000000 0.6400000 0.5096154 0.5625000 0.5769231
## [11019] 0.6708861 0.6547619 0.6500000 0.3647059 0.5434783 0.5980392 0.5729167
## [11026] 0.5728155 0.5543478 0.5698925 0.6504854 0.6000000 0.6240602 0.5937500
## [11033] 0.6161616 0.6078431 0.6700000 0.5981308 0.5800000 0.5670103 0.5444444
## [11040] 0.5918367 0.5698925 0.6120690 0.5740741 0.5308642 0.5340909 0.5348837
## [11047] 0.5959596 0.6018519 0.5909091 0.6310680 0.5773196 0.5760870 0.6428571
## [11054] 0.6470588 0.6060606 0.5697674 0.5957447 0.5483871 0.6190476 0.6250000
## [11061] 0.5900000 0.6197183 0.5675676 0.5882353 0.6458333 0.6595745 0.6122449
## [11068] 0.6444444 0.5934066 0.6853933 0.4719101 0.5360825 0.5340909 0.5901639
## [11075] 0.6376812 0.5679012 0.5909091 0.6101695 0.5892857 0.5391304 0.5471698
## [11082] 0.5607477 0.6440678 0.6229508 0.6027397 0.6194690 0.5765766 0.6186441
## [11089] 0.6949153 0.5750000 0.5826087 0.5585586 0.6548673 0.6525424 0.6126126
## [11096] 0.6417910 0.6000000 0.5567010 0.5294118 0.5445545 0.6086957 0.6016260
## [11103] 0.5806452 0.6721311 0.6052632 0.6181818 0.7252747 0.7159091 0.6860465
## [11110] 0.6019417 0.6216216 0.5818182 0.6050420 0.5862069 0.5535714 0.6923077
## [11117] 0.6489362 0.6551724 0.6517857 0.6513761 0.6228070 0.6635514 0.6203704
## [11124] 0.6730769 0.5188679 0.5826087 0.6111111 0.6790123 0.6781609 0.6300000
## [11131] 0.5545455 0.5963303 0.5701754 0.4315789 0.4479167 0.6036036 0.6186441
## [11138] 0.5886525 0.6272727 0.6339286 0.6140351 0.6330275 0.6393443 0.6017699
## [11145] 0.6160714 0.5865385 0.6371681 0.6074766 0.6384615 0.5833333 0.4482759
## [11152] 0.4574468 0.4395604 0.6403509 0.6198347 0.5867769 0.6347826 0.6491228
## [11159] 0.6636364 0.6941176 0.6987952 0.7142857 0.6634615 0.6785714 0.6754386
## [11166] 0.6694215 0.6293103 0.6106195 0.6744186 0.6292135 0.6823529 0.6964286
## [11173] 0.7207207 0.7118644 0.7222222 0.6666667 0.7333333 0.6181818 0.5892857
## [11180] 0.6448598 0.7407407 0.7777778 0.6800000 0.3636364 0.3137255 0.6379310
## [11187] 0.6140351 0.4672897 0.4778761 0.4477612 0.5585586 0.6034483 0.6083333
## [11194] 0.5094340 0.6000000 0.5847458 0.6101695 0.4554455 0.4766355 0.5892857
## [11201] 0.6323529 0.5447154 0.5882353 0.5871560 0.5887850 0.5739130 0.6031746
## [11208] 0.5600000 0.5811966 0.5701754 0.5688073 0.6666667 0.6395349 0.6551724
## [11215] 0.6037736 0.5727273 0.5714286 0.6178862 0.5641026 0.5565217 0.5862069
## [11222] 0.5913978 0.6404494 0.6403509 0.6517857 0.6470588 0.6991150 0.6460177
## [11229] 0.6972477 0.5625000 0.5350877 0.5740741 0.6941176 0.7473684 0.6698113
## [11236] 0.3725490 0.6428571 0.6055046 0.4952381 0.4339623 0.4925373 0.5740741
## [11243] 0.5945946 0.5877193 0.5242718 0.5916667 0.6000000 0.6379310 0.4848485
## [11250] 0.4757282 0.5523810 0.5937500 0.5583333 0.6060606 0.6168224 0.6190476
## [11257] 0.5765766 0.5714286 0.5619835 0.5964912 0.5727273 0.5849057 0.6428571
## [11264] 0.6626506 0.6626506 0.5656566 0.5887850 0.5471698 0.6101695 0.5663717
## [11271] 0.5714286 0.6395349 0.5795455 0.5975610 0.6203704 0.6448598 0.6637931
## [11278] 0.6822430 0.6756757 0.7047619 0.5377358 0.5877193 0.5346535 0.7195122
## [11285] 0.7582418 0.6764706 0.6271186 0.5913043 0.4727273 0.5210084 0.4411765
## [11292] 0.5739130 0.6050420 0.5867769 0.5272727 0.5680000 0.5983607 0.6000000
## [11299] 0.4761905 0.4818182 0.5663717 0.5820896 0.5121951 0.5904762 0.5765766
## [11306] 0.5909091 0.5641026 0.5600000 0.5511811 0.5950413 0.5726496 0.5840708
## [11313] 0.6666667 0.6847826 0.6555556 0.5660377 0.5625000 0.5486726 0.6080000
## [11320] 0.5785124 0.5593220 0.6489362 0.6082474 0.6413043 0.6293103 0.6521739
## [11327] 0.6693548 0.6754386 0.6581197 0.7079646 0.5267857 0.5630252 0.5504587
## [11334] 0.7222222 0.7700000 0.6936937 0.4086022 0.6837607 0.6271186 0.6438356
## [11341] 0.6363636 0.6548673 0.6694915 0.7017544 0.6585366 0.6465517 0.6724138
## [11348] 0.6605505 0.6810345 0.6785714 0.6962963 0.6480000 0.4418605 0.4516129
## [11355] 0.4333333 0.7166667 0.6929134 0.6507937 0.6890756 0.7033898 0.6964286
## [11362] 0.7356322 0.7108434 0.7108434 0.6981132 0.6875000 0.7179487 0.6776860
## [11369] 0.6379310 0.6315789 0.7011494 0.6555556 0.7241379 0.7053571 0.7297297
## [11376] 0.7310924 0.7545455 0.7117117 0.7428571 0.6637168 0.6465517 0.6788991
## [11383] 0.7375000 0.7613636 0.7403846 0.6126126 0.5913043 0.6250000 0.5981308
## [11390] 0.6055046 0.6347826 0.6296296 0.6363636 0.6581197 0.6250000 0.6226415
## [11397] 0.5963303 0.6296296 0.6250000 0.5798319 0.4047619 0.3820225 0.3793103
## [11404] 0.6608696 0.6720000 0.5714286 0.6434783 0.6695652 0.6964286 0.7500000
## [11411] 0.7261905 0.7108434 0.6730769 0.6388889 0.6725664 0.6554622 0.6260870
## [11418] 0.6194690 0.7159091 0.6703297 0.7241379 0.6936937 0.6944444 0.6869565
## [11425] 0.7657658 0.6635514 0.7307692 0.6146789 0.6347826 0.6153846 0.7375000
## [11432] 0.7613636 0.7281553 0.4444444 0.4888889 0.6434783 0.6260870 0.6302521
## [11439] 0.4123711 0.6428571 0.6302521 0.6554622 0.4329897 0.4257426 0.6250000
## [11446] 0.6212121 0.5655738 0.6407767 0.6363636 0.6261682 0.6086957 0.5546218
## [11453] 0.5691057 0.5913043 0.5929204 0.6181818 0.6352941 0.6219512 0.6547619
## [11460] 0.5742574 0.6090909 0.6071429 0.6280992 0.6333333 0.6153846 0.5833333
## [11467] 0.5232558 0.6235294 0.6637168 0.6991150 0.6916667 0.7000000 0.6696429
## [11474] 0.7454545 0.5727273 0.5826087 0.5849057 0.7558140 0.7765957 0.7196262
## [11481] 0.4637681 0.6333333 0.6166667 0.6209677 0.5272727 0.6015625 0.6209677
## [11488] 0.6341463 0.4761905 0.4537037 0.6153846 0.6231884 0.5813953 0.6296296
## [11495] 0.6140351 0.6036036 0.6000000 0.6046512 0.6060606 0.6178862 0.5478261
## [11502] 0.5714286 0.6521739 0.6555556 0.6703297 0.5660377 0.5752212 0.5739130
## [11509] 0.5967742 0.5666667 0.5950413 0.6489362 0.5638298 0.6559140 0.6410256
## [11516] 0.6521739 0.6250000 0.6754386 0.6694915 0.6964286 0.5775862 0.5750000
## [11523] 0.6260870 0.7222222 0.7448980 0.6818182 0.6111111 0.6164384 0.6291391
## [11530] 0.5441176 0.6129032 0.6381579 0.5931034 0.5263158 0.5073529 0.6153846
## [11537] 0.5962733 0.5592105 0.6569343 0.6433566 0.6357143 0.5931034 0.5882353
## [11544] 0.5714286 0.6266667 0.6000000 0.6293706 0.7301587 0.7539683 0.7440000
## [11551] 0.6176471 0.5928571 0.5815603 0.6000000 0.5945946 0.5890411 0.7063492
## [11558] 0.6320000 0.7120000 0.6643836 0.6827586 0.6600000 0.6830986 0.6870748
## [11565] 0.7092199 0.5845070 0.5625000 0.6142857 0.8015873 0.7862595 0.7342657
## [11572] 0.3958333 0.3775510 0.6842105 0.5350877 0.5545455 0.5420561 0.5769231
## [11579] 0.6036036 0.5981308 0.5873016 0.5630252 0.6534653 0.6095238 0.6380952
## [11586] 0.5945946 0.6000000 0.5546218 0.5636364 0.5779817 0.6037736 0.6976744
## [11593] 0.7176471 0.6867470 0.5714286 0.6454545 0.6428571 0.4271845 0.4466019
## [11600] 0.3877551 0.6931818 0.6774194 0.7011494 0.5151515 0.5700000 0.6216216
## [11607] 0.6100000 0.5204082 0.5894737 0.5566038 0.5675676 0.5686275 0.7125000
## [11614] 0.7093023 0.6145833 0.4215686 0.6666667 0.5431034 0.5877193 0.6017699
## [11621] 0.6363636 0.6465517 0.6181818 0.6153846 0.5702479 0.6601942 0.6296296
## [11628] 0.6574074 0.5892857 0.5833333 0.5500000 0.6324786 0.5855856 0.6363636
## [11635] 0.7333333 0.7386364 0.7386364 0.5800000 0.6018519 0.6250000 0.4077670
## [11642] 0.3960396 0.4000000 0.7419355 0.6842105 0.7500000 0.5673077 0.5922330
## [11649] 0.6403509 0.5900000 0.5728155 0.5684211 0.5779817 0.5625000 0.6037736
## [11656] 0.7195122 0.7011494 0.6500000 0.7024793 0.5378151 0.5565217 0.5446429
## [11663] 0.6283186 0.6153846 0.5855856 0.5769231 0.5645161 0.7000000 0.6339286
## [11670] 0.6725664 0.5701754 0.5416667 0.5680000 0.6134454 0.5405405 0.5648148
## [11677] 0.6923077 0.7391304 0.7252747 0.6000000 0.6194690 0.6173913 0.4636364
## [11684] 0.4818182 0.4134615 0.7422680 0.6597938 0.7234043 0.5607477 0.5714286
## [11691] 0.6086957 0.6226415 0.5384615 0.6039604 0.5585586 0.5689655 0.5288462
## [11698] 0.7500000 0.7173913 0.5714286 0.6693548 0.7024793 0.6724138 0.4130435
## [11705] 0.4226804 0.6296296 0.6564885 0.6480000 0.6326531 0.6415094 0.6310680
## [11712] 0.6491228 0.6393443 0.6507937 0.6315789 0.6695652 0.6355140 0.6250000
## [11719] 0.6282051 0.6625000 0.6200000 0.5865385 0.5714286 0.6776860 0.6379310
## [11726] 0.6551724 0.5512821 0.4683544 0.6296296 0.7280702 0.7297297 0.7094017
## [11733] 0.7431193 0.7456140 0.7428571 0.5887850 0.6106195 0.5882353 0.7530864
## [11740] 0.7752809 0.7403846 0.4869565 0.5000000 0.6068376 0.5950413 0.5267857
## [11747] 0.4803150 0.5120000 0.6637168 0.6355932 0.6722689 0.4732143 0.4876033
## [11754] 0.5040000 0.5819672 0.5087719 0.5446429 0.7425743 0.7474747 0.7346939
## [11761] 0.5779817 0.5739130 0.5847458 0.5126050 0.4913793 0.4956522 0.7378641
## [11768] 0.6601942 0.7200000 0.5000000 0.4807692 0.5132743 0.5740741 0.5714286
## [11775] 0.5943396 0.4727273 0.4869565 0.5495495 0.7173913 0.7400000 0.5904762
## [11782] 0.5045872 0.5648148 0.6386555 0.4903846 0.4959350 0.5645161 0.6635514
## [11789] 0.6695652 0.6607143 0.5826087 0.5294118 0.5327869 0.5652174 0.5272727
## [11796] 0.5377358 0.7204301 0.7111111 0.6966292 0.5865385 0.5945946 0.6293103
## [11803] 0.5916667 0.5350877 0.5398230 0.7021277 0.6597938 0.6956522 0.5192308
## [11810] 0.5148515 0.5454545 0.6095238 0.5794393 0.6442308 0.5185185 0.5178571
## [11817] 0.5566038 0.7058824 0.7173913 0.6138614 0.6428571 0.6052632 0.4752475
## [11824] 0.5440000 0.5169492 0.6792453 0.6725664 0.6388889 0.5321101 0.5172414
## [11831] 0.5084746 0.5789474 0.5803571 0.5660377 0.7252747 0.7011494 0.7011494
## [11838] 0.6019417 0.5963303 0.5818182 0.5565217 0.5225225 0.5405405 0.7340426
## [11845] 0.6489362 0.7142857 0.5754717 0.5728155 0.5596330 0.6509434 0.5533981
## [11852] 0.6060606 0.5327103 0.5181818 0.5576923 0.6951220 0.6931818 0.6435644
## [11859] 0.3406593 0.5825243 0.6190476 0.6083333 0.6530612 0.6346154 0.6237624
## [11866] 0.5925926 0.5982906 0.5882353 0.6000000 0.5339806 0.5306122 0.5789474
## [11873] 0.6184211 0.5810811 0.5376344 0.5643564 0.5200000 0.6379310 0.5688073
## [11880] 0.6126126 0.5394737 0.4936709 0.5844156 0.6509434 0.6504854 0.6454545
## [11887] 0.6633663 0.6442308 0.7254902 0.5673077 0.5648148 0.5656566 0.6973684
## [11894] 0.7411765 0.6701031 0.5700935 0.5968992 0.5737705 0.6372549 0.6454545
## [11901] 0.6095238 0.5545455 0.5508475 0.5537190 0.5625000 0.5370370 0.5619048
## [11908] 0.5802469 0.6172840 0.6172840 0.5700000 0.5794393 0.5377358 0.6016949
## [11915] 0.5948276 0.5877193 0.5609756 0.4819277 0.6024096 0.6607143 0.6355140
## [11922] 0.6666667 0.7090909 0.6545455 0.7075472 0.5420561 0.5663717 0.5100000
## [11929] 0.6913580 0.7191011 0.6534653 0.4424779 0.4636364 0.6326531 0.6415094
## [11936] 0.6310680 0.5333333 0.4485981 0.5344828 0.4554455 0.5288462 0.5686275
## [11943] 0.7356322 0.7261905 0.7108434 0.5773196 0.6000000 0.5714286 0.5840708
## [11950] 0.5765766 0.5688073 0.7011494 0.6404494 0.7093023 0.5204082 0.5463918
## [11957] 0.5619048 0.5729167 0.5555556 0.6666667 0.4747475 0.4607843 0.4347826
## [11964] 0.6883117 0.7023810 0.6210526 0.4112903 0.6829268 0.6456693 0.6899225
## [11971] 0.5891473 0.4961240 0.4769231 0.4537815 0.5859375 0.6299213 0.7454545
## [11978] 0.7614679 0.7614679 0.6280992 0.6111111 0.6093750 0.5970149 0.5909091
## [11985] 0.5625000 0.7410714 0.6929825 0.7363636 0.5583333 0.5431034 0.5793651
## [11992] 0.6363636 0.6097561 0.6554622 0.5083333 0.4836066 0.4912281 0.7714286
## [11999] 0.7431193 0.6525424 0.6403509 0.6016949 0.6034483 0.5294118 0.4796748
## [12006] 0.4471545 0.5126050 0.5619835 0.5726496 0.7523810 0.7326733 0.7326733
## [12013] 0.6052632 0.6000000 0.5750000 0.5520000 0.5905512 0.5126050 0.7238095
## [12020] 0.6972477 0.7307692 0.5438596 0.6034483 0.5785124 0.6379310 0.5739130
## [12027] 0.6695652 0.4642857 0.4385965 0.4433962 0.7291667 0.7378641 0.6306306
## [12034] 0.3544304 0.3289474 0.6915888 0.6548673 0.6434783 0.6346154 0.7009346
## [12041] 0.7184466 0.7027027 0.6714286 0.6521739 0.7216495 0.6831683 0.7047619
## [12048] 0.7079646 0.6666667 0.6346154 0.6438356 0.6282051 0.6712329 0.7156863
## [12055] 0.7300000 0.7196262 0.7700000 0.6969697 0.7446809 0.5876289 0.6380952
## [12062] 0.6315789 0.7014925 0.7500000 0.7000000 0.3493976 0.6607143 0.6500000
## [12069] 0.6050420 0.6306306 0.6814159 0.6851852 0.7380952 0.6962025 0.6962025
## [12076] 0.6862745 0.6635514 0.6727273 0.6890756 0.6371681 0.6181818 0.6707317
## [12083] 0.6235294 0.6790123 0.6822430 0.7314815 0.6991150 0.7685185 0.7129630
## [12090] 0.7200000 0.6000000 0.5963303 0.6138614 0.7402597 0.7790698 0.7040816
## [12097] 0.6636364 0.6638655 0.5948276 0.6330275 0.6846847 0.6634615 0.6794872
## [12104] 0.6486486 0.6301370 0.6900000 0.6538462 0.6759259 0.7033898 0.6396396
## [12111] 0.6203704 0.6410256 0.5925926 0.6666667 0.7102804 0.7358491 0.7027027
## [12118] 0.7378641 0.6796117 0.7373737 0.5882353 0.6111111 0.6435644 0.7123288
## [12125] 0.7250000 0.7083333 0.5299145 0.5806452 0.6386555 0.3939394 0.4489796
## [12132] 0.6818182 0.6860465 0.6705882 0.5154639 0.4700000 0.4854369 0.5309735
## [12139] 0.5357143 0.4859813 0.6777778 0.5888889 0.7000000 0.5339806 0.5445545
## [12146] 0.5596330 0.5257732 0.5673077 0.6200000 0.5047619 0.5315315 0.5576923
## [12153] 0.6951220 0.7222222 0.6020408 0.4590164 0.4601770 0.5384615 0.5982906
## [12160] 0.7450980 0.7373737 0.7373737 0.5945946 0.6016949 0.5641026 0.5528455
## [12167] 0.5573770 0.5128205 0.7403846 0.6237624 0.7227723 0.5575221 0.5929204
## [12174] 0.5555556 0.6160714 0.5752212 0.6363636 0.4495413 0.4513274 0.4859813
## [12181] 0.7204301 0.7300000 0.6074766 0.4521739 0.5655738 0.6115702 0.7428571
## [12188] 0.7227723 0.6969697 0.6086957 0.6370968 0.6016260 0.5440000 0.5245902
## [12195] 0.4915254 0.7264151 0.6759259 0.6960784 0.5726496 0.5948276 0.5819672
## [12202] 0.6293103 0.5526316 0.6371681 0.5338983 0.4957983 0.5178571 0.7187500
## [12209] 0.7156863 0.6460177 0.6120690 0.6371681 0.7173913 0.7222222 0.7222222
## [12216] 0.6481481 0.6637931 0.6495726 0.6115702 0.5811966 0.5739130 0.6703297
## [12223] 0.6562500 0.7065217 0.6090909 0.6203704 0.6052632 0.6448598 0.5754717
## [12230] 0.6538462 0.5000000 0.4433962 0.4489796 0.7176471 0.7282609 0.6634615
## [12237] 0.4270833 0.6470588 0.6976744 0.6666667 0.4456522 0.4950495 0.4653465
## [12244] 0.5398230 0.5315315 0.5229358 0.6741573 0.6000000 0.6666667 0.5436893
## [12251] 0.4948454 0.5555556 0.5360825 0.5050505 0.6300000 0.5420561 0.5272727
## [12258] 0.5533981 0.6913580 0.7191011 0.5833333 0.6500000 0.6708861 0.6363636
## [12265] 0.5217391 0.4895833 0.4897959 0.5765766 0.5688073 0.5871560 0.6463415
## [12272] 0.5662651 0.6867470 0.5555556 0.5670103 0.5673077 0.5937500 0.5463918
## [12279] 0.6315789 0.5533981 0.5377358 0.6078431 0.6621622 0.7108434 0.5824176
## [12286] 0.3571429 0.3571429 0.6486486 0.6543210 0.6172840 0.7157895 0.7096774
## [12293] 0.7032967 0.3695652 0.4629630 0.3777778 0.7261905 0.6794872 0.7717391
## [12300] 0.7468354 0.6875000 0.7466667 0.7011494 0.7204301 0.6582278 0.6595745
## [12307] 0.7090909 0.7260274 0.3902439 0.6527778 0.6750000 0.6867470 0.7473684
## [12314] 0.7142857 0.6931818 0.3255814 0.4000000 0.3333333 0.7317073 0.7341772
## [12321] 0.7640449 0.7532468 0.7250000 0.7361111 0.6904762 0.7252747 0.6794872
## [12328] 0.6046512 0.6923077 0.7142857 0.6338028 0.6582278 0.6543210 0.7340426
## [12335] 0.7000000 0.6931818 0.4347826 0.4313725 0.4090909 0.7317073 0.7500000
## [12342] 0.7356322 0.7368421 0.6923077 0.7702703 0.6585366 0.6966292 0.6794872
## [12349] 0.6046512 0.6666667 0.6956522 0.4069767 0.4269663 0.5849057 0.5904762
## [12356] 0.5825243 0.6623377 0.5584416 0.5774648 0.5638298 0.5913978 0.6442308
## [12363] 0.6195652 0.5384615 0.6136364 0.5612245 0.5728155 0.5894737 0.6417910
## [12370] 0.6800000 0.6555556 0.3804348 0.5412844 0.5727273 0.5779817 0.6823529
## [12377] 0.5542169 0.6746988 0.6285714 0.5858586 0.5981308 0.6400000 0.6078431
## [12384] 0.6210526 0.5436893 0.5283019 0.5841584 0.6842105 0.7142857 0.6597938
## [12391] 0.5663717 0.5840708 0.5892857 0.6627907 0.5862069 0.6385542 0.5865385
## [12398] 0.5980392 0.5833333 0.5959596 0.5643564 0.6185567 0.5566038 0.5277778
## [12405] 0.5252525 0.6794872 0.6941176 0.6288660 0.3809524 0.3030303 0.7113402
## [12412] 0.6565657 0.7448980 0.5327103 0.5288462 0.5948276 0.5247525 0.5514019
## [12419] 0.5742574 0.5826087 0.5431034 0.5945946 0.7303371 0.6703297 0.6116505
## [12426] 0.3232323 0.6914894 0.6210526 0.7127660 0.5514019 0.5196078 0.5752212
## [12433] 0.5445545 0.5833333 0.5052632 0.5752212 0.5221239 0.5740741 0.7093023
## [12440] 0.6777778 0.6176471 0.7127660 0.6276596 0.7065217 0.5288462 0.5392157
## [12447] 0.5675676 0.5643564 0.5754717 0.5567010 0.5140187 0.5000000 0.5242718
## [12454] 0.6867470 0.6704545 0.5816327 0.3461538 0.3478261 0.7356322 0.7228916
## [12461] 0.7391304 0.7407407 0.6987952 0.7066667 0.6818182 0.7157895 0.6375000
## [12468] 0.6530612 0.7017544 0.7200000 0.4444444 0.6741573 0.6896552 0.6947368
## [12475] 0.6904762 0.6666667 0.6875000 0.5747126 0.6170213 0.6071429 0.6545455
## [12482] 0.6774194 0.6493506 0.7294118 0.7317073 0.7333333 0.7341772 0.7073171
## [12489] 0.7662338 0.6588235 0.7368421 0.6455696 0.6382979 0.7142857 0.7123288
## [12496] 0.5000000 0.5490196 0.5591398 0.5263158 0.6129032 0.5769231 0.5607477
## [12503] 0.5900000 0.7105263 0.6750000 0.6086957 0.5154639 0.6021505 0.5531915
## [12510] 0.5294118 0.6019417 0.5849057 0.6020408 0.6944444 0.6753247 0.6666667
## [12517] 0.6274510 0.5825243 0.6363636 0.5740741 0.5585586 0.6261682 0.7160494
## [12524] 0.7126437 0.6464646 0.5494505 0.5930233 0.6407767 0.6355140 0.6288660
## [12531] 0.6363636 0.6000000 0.5714286 0.5402299 0.5825243 0.5660377 0.5670103
## [12538] 0.6849315 0.6493506 0.5681818 0.6224490 0.6310680 0.6666667 0.6507937
## [12545] 0.5909091 0.6309524 0.4158416 0.3846154 0.6835443 0.7272727 0.5894737
## [12552] 0.4545455 0.6904762 0.7311828 0.6138614 0.7066667 0.7037037 0.6344086
## [12559] 0.4102564 0.5762712 0.5161290
## 
## $y
##     [1] 0.366031362 0.364334606 0.451682791 0.038892465 0.100333538 0.295008705
##     [7] 0.277341104 0.324697606 0.436953683 0.474477693 0.466544959 0.088730606
##    [13] 0.620431890 0.627119139 0.478452019 0.080758582 0.103633924 0.880132929
##    [19] 0.729173106 0.727045529 0.106965971 0.107712904 0.050095573 0.667898241
##    [25] 0.749487649 0.827679235 0.787989536 0.677965318 0.638070914 0.111252198
##    [31] 0.048093008 0.172777375 0.061340490 0.073349156 0.049016289 0.403587705
##    [37] 0.463390149 0.370394705 0.059978718 0.106918965 0.070192935 0.430249665
##    [43] 0.379154684 0.374068416 0.556750821 0.788321012 0.638141871 0.110442760
##    [49] 0.096493246 0.133934602 0.588165249 0.758919855 0.614051492 0.417842506
##    [55] 0.365376033 0.438959156 0.596019360 0.679783739 0.789429669 0.139978667
##    [61] 0.142834889 0.074366812 0.923640145 1.047594896 0.973282342 0.747486297
##    [67] 0.430307427 0.722245749 0.843472694 0.822447721 0.808549918 0.457630605
##    [73] 0.501281207 0.548006734 0.274023447 0.204371343 0.192863588 0.026807963
##    [79] 0.289051220 0.275082371 0.282093779 0.173930157 0.234168767 0.392037821
##    [85] 0.441581440 0.444733911 0.404533841 0.023141684 0.021722866 0.028656579
##    [91] 0.424728234 0.477780074 0.502584922 0.514271190 0.498025049 0.218556096
##    [97] 0.293984904 0.320616780 0.333696648 0.397264644 0.349526796 0.178246280
##   [103] 0.183559912 0.137970285 0.123780314 0.382462206 0.408667223 0.328206679
##   [109] 0.226450580 0.091117476 0.466117560 0.460603407 0.357996675 0.592994030
##   [115] 0.614115799 0.634188228 0.525994099 0.571594175 0.539696903 0.507731091
##   [121] 0.472006008 0.472012432 0.426102428 0.536363427 0.386928068 0.221924986
##   [127] 0.115855659 0.187399336 0.627049482 0.508945484 0.375704552 0.466294547
##   [133] 0.626083120 0.701969903 0.936094958 0.905184767 0.862113744 0.671771503
##   [139] 0.641136600 0.618879093 0.702884438 0.602257234 0.533607261 0.791310570
##   [145] 0.612494294 0.828573453 0.786501792 0.856673922 0.739040470 0.976430917
##   [151] 0.767477360 1.009969372 0.370355617 0.444462314 0.400233841 1.124066075
##   [157] 1.246962474 0.984437367 0.082559638 0.086237880 0.370538243 0.312974761
##   [163] 0.239443361 0.146635682 0.177648470 0.211667688 0.251144140 0.200805063
##   [169] 0.277373364 0.542101181 0.615029886 0.375929002 0.387311836 0.264047786
##   [175] 0.884875666 0.718297087 0.796771044 0.382793120 0.462428603 0.400666590
##   [181] 0.362518383 0.402339941 0.479682144 0.422053166 0.365247514 0.349221867
##   [187] 0.432912616 0.327877428 0.516899737 0.382010183 0.353839347 0.318023671
##   [193] 0.493870776 0.445566252 0.445355762 0.423100645 0.399501276 0.424486916
##   [199] 0.116682137 0.092684576 0.036666107 0.289272896 0.487225855 0.378317629
##   [205] 0.309877244 0.291338952 0.495734207 0.222161968 0.413312410 0.250358796
##   [211] 0.078888266 0.014572241 0.080679866 0.240640388 0.314220141 0.535111287
##   [217] 0.333574505 0.409900003 0.419050776 0.965026414 1.088959374 1.045315121
##   [223] 0.610638245 0.284226767 0.598818371 0.903719090 0.892449554 0.867565106
##   [229] 0.154718017 0.135567780 0.201348953 0.265942169 0.244173556 0.297249431
##   [235] 0.342921966 0.087696053 0.177127903 0.113514788 0.530436816 0.583242626
##   [241] 0.274270838 0.306813834 0.353418991 0.478453184 0.378387447 0.376186924
##   [247] 0.375490493 0.410340717 0.472066549 0.210425045 0.208302369 0.222952657
##   [253] 0.160892316 0.179359711 0.169145090 0.315591489 0.297892519 0.343207621
##   [259] 0.188066598 0.283982811 0.241531884 0.474778970 0.363803009 0.365234264
##   [265] 0.295070982 0.590120246 0.455392960 0.486252787 0.415036598 0.294447798
##   [271] 0.230955421 0.251147603 0.268612741 0.641497908 0.207093385 0.174564517
##   [277] 0.149626693 0.438319752 0.412432703 0.060290959 0.202553530 0.032121034
##   [283] 0.564010597 0.480799007 0.510870575 0.325109264 0.143173199 0.040042189
##   [289] 0.152588038 0.329894738 0.438706230 0.942835569 0.944492611 0.899082148
##   [295] 0.448622375 0.414030814 0.394150158 0.342010743 0.250913552 0.185095503
##   [301] 0.878315104 0.634120778 0.886741128 0.424548770 0.498008464 0.382957032
##   [307] 0.622704801 0.413006679 0.651338944 0.121056271 0.115131265 0.144111346
##   [313] 0.956910978 0.985255211 0.662944822 0.119624233 0.377301980 0.332991596
##   [319] 0.171810307 0.097999921 0.103866365 0.294136810 0.333691802 0.282561686
##   [325] 0.277735479 0.622568955 0.691789077 0.455393746 0.401906795 0.270732013
##   [331] 0.962708997 0.796083462 0.867902679 0.403436195 0.449137249 0.405908251
##   [337] 0.432571462 0.452788934 0.527633854 0.443146199 0.433061534 0.423556142
##   [343] 0.447954378 0.334156284 0.528334844 0.392830847 0.368737352 0.320106316
##   [349] 0.556090901 0.519423444 0.507620176 0.423998943 0.418500095 0.429591152
##   [355] 0.196755099 0.174949731 0.119206743 0.368610660 0.555494778 0.456621889
##   [361] 0.332367937 0.307042334 0.498044712 0.245616572 0.394693204 0.286618864
##   [367] 0.060844340 0.096888207 0.145164771 0.234289358 0.329582661 0.611693992
##   [373] 0.363549861 0.435365972 0.427071283 1.040359993 1.164944483 1.118192452
##   [379] 0.693186917 0.201671905 0.681213728 0.976838736 0.964468844 0.940514608
##   [385] 0.098756975 0.173047778 0.184292048 0.325757717 0.288027364 0.339365512
##   [391] 0.344995901 0.137316001 0.237549400 0.169055491 0.536435104 0.593611084
##   [397] 0.351433956 0.386801283 0.431375011 0.542344636 0.380699248 0.369973303
##   [403] 0.367542028 0.482592895 0.545441580 0.152212543 0.157624220 0.157884630
##   [409] 0.145779042 0.115183760 0.096901243 0.382839592 0.374359701 0.410885959
##   [415] 0.192028360 0.323900332 0.228209923 0.482575468 0.434399236 0.438854588
##   [421] 0.362745720 0.579076273 0.448260873 0.557212151 0.490738670 0.366409096
##   [427] 0.272017230 0.258887688 0.297038804 0.704507497 0.243610555 0.211226174
##   [433] 0.151675950 0.513560302 0.489361219 0.112608311 0.172291279 0.064711468
##   [439] 0.577112695 0.479979882 0.528921699 0.397218749 0.169694928 0.046407609
##   [445] 0.104257052 0.403221307 0.515455860 1.020840547 1.019884496 0.974381289
##   [451] 0.529383342 0.494892462 0.475388029 0.380119890 0.304041013 0.245047415
##   [457] 0.948329701 0.708112010 0.959935357 0.458550647 0.535452615 0.375979011
##   [463] 0.663553488 0.456989268 0.686636847 0.201914952 0.191570903 0.226494157
##   [469] 1.038288224 1.056903579 0.721828455 0.456754713 0.398704978 0.291273232
##   [475] 0.212283734 0.222542617 0.232613714 0.263603710 0.204716122 0.362958299
##   [481] 0.568645345 0.653239379 0.409708777 0.473337446 0.350124508 0.918124530
##   [487] 0.752742706 0.845339289 0.468202789 0.546463906 0.486860664 0.320258240
##   [493] 0.333258237 0.408512977 0.337210858 0.318731717 0.316780605 0.518832102
##   [499] 0.414045737 0.602985290 0.468218766 0.439899361 0.403917802 0.557163876
##   [505] 0.492696345 0.509238021 0.509093122 0.485077515 0.510690219 0.120929267
##   [511] 0.133478935 0.092257882 0.274510254 0.440624041 0.357226097 0.395319615
##   [517] 0.377466217 0.581875621 0.136766095 0.332904855 0.170165181 0.064903083
##   [523] 0.090195651 0.050929803 0.158657767 0.228163842 0.506551526 0.417458423
##   [529] 0.494369349 0.505288201 1.004393337 1.126295763 1.089540003 0.617838305
##   [535] 0.298097046 0.610372374 0.948066760 0.938929694 0.912424696 0.127543886
##   [541] 0.054281344 0.127473867 0.335960570 0.324659003 0.377533124 0.428872564
##   [547] 0.171861710 0.250233499 0.193722377 0.616674674 0.669345517 0.318604699
##   [553] 0.340701883 0.392778960 0.540074518 0.464416638 0.461271778 0.460290812
##   [559] 0.461166402 0.519702121 0.173892577 0.163288976 0.193759743 0.241683263
##   [565] 0.234633846 0.216131057 0.376248247 0.343048655 0.402572396 0.273472246
##   [571] 0.365339086 0.324322727 0.561011365 0.418426148 0.414525825 0.355784425
##   [577] 0.674858367 0.540543807 0.538005548 0.458774128 0.348830175 0.153623957
##   [583] 0.165261239 0.185051234 0.702490896 0.126552507 0.093597052 0.069782924
##   [589] 0.482652707 0.453196542 0.030465672 0.138577044 0.066893338 0.649935775
##   [595] 0.566728094 0.596321049 0.287765932 0.057307890 0.082836288 0.117455389
##   [601] 0.295303900 0.411600137 0.975287103 0.983815700 0.938835235 0.436979626
##   [607] 0.403522411 0.386291374 0.263516611 0.184594911 0.128799072 0.928309767
##   [613] 0.678536615 0.931025859 0.344221262 0.419691336 0.298858336 0.546636694
##   [619] 0.338635076 0.572191987 0.165676583 0.104872187 0.173620814 0.945238406
##   [625] 0.943479877 0.602548723 0.076328680 0.323399011 0.295744699 0.347234625
##   [631] 0.421840323 0.457570629 0.454292581 0.100329601 0.588328526 0.591395709
##   [637] 0.450730528 0.042224866 0.107444609 0.842603987 0.692736258 0.688427416
##   [643] 0.068147823 0.129770981 0.030393533 0.655755107 0.743911830 0.821848313
##   [649] 0.790765381 0.666743932 0.624190537 0.078448721 0.043249519 0.151446814
##   [655] 0.023198546 0.038674134 0.058627327 0.365964918 0.430117258 0.333915433
##   [661] 0.057366239 0.068455997 0.054006891 0.424912062 0.374021522 0.374798233
##   [667] 0.541944520 0.774265958 0.620884346 0.085579088 0.083696817 0.125710490
##   [673] 0.592201067 0.771585485 0.614951236 0.427859406 0.368355504 0.439802205
##   [679] 0.605519535 0.684679023 0.769644062 0.107213224 0.104063281 0.049778151
##   [685] 0.885180423 1.009007575 0.934435515 0.717859898 0.458392957 0.691933423
##   [691] 0.804826765 0.783708409 0.769964972 0.473063810 0.504407258 0.559130351
##   [697] 0.249259314 0.184554273 0.164748523 0.036412487 0.289113292 0.261637400
##   [703] 0.277978011 0.160251534 0.216315435 0.369022586 0.417771983 0.417176860
##   [709] 0.367528648 0.021116574 0.058715985 0.066464097 0.392149102 0.443520742
##   [715] 0.520307357 0.530711080 0.517386010 0.232731167 0.316658096 0.342358832
##   [721] 0.305055955 0.372322597 0.319045689 0.186334955 0.157912466 0.157853371
##   [727] 0.105389514 0.351536816 0.378645746 0.301288338 0.234321609 0.104484576
##   [733] 0.430671468 0.429191806 0.331982462 0.593168815 0.620967787 0.636583321
##   [739] 0.487180376 0.573247813 0.542014897 0.515927536 0.439543588 0.441285520
##   [745] 0.429823691 0.549532913 0.393799551 0.200624493 0.113847259 0.158775384
##   [751] 0.615028707 0.513651818 0.384139102 0.480765963 0.613323554 0.684156064
##   [757] 0.898379054 0.866786322 0.823827995 0.650230341 0.620454520 0.598350209
##   [763] 0.701891044 0.598968141 0.530569206 0.752457738 0.575509300 0.789974043
##   [769] 0.785676202 0.854094771 0.748881481 0.971654841 0.763804927 1.006919988
##   [775] 0.362059719 0.440494427 0.390347583 1.094326153 1.225363870 0.972265365
##   [781] 0.314661682 0.264609753 0.323040496 0.346186036 0.381439199 0.379739656
##   [787] 0.085214679 0.521624911 0.533891400 0.378121184 0.075969288 0.073910333
##   [793] 0.792605270 0.637694988 0.648424741 0.070633222 0.204537539 0.103936737
##   [799] 0.580945571 0.672995344 0.750612018 0.727824051 0.592351929 0.548729532
##   [805] 0.120394550 0.055697771 0.205271752 0.076258599 0.044241690 0.070474958
##   [811] 0.319071512 0.366123677 0.281048641 0.133015782 0.086669337 0.124760115
##   [817] 0.355327543 0.305040064 0.312195091 0.466252578 0.698662341 0.544645951
##   [823] 0.010155941 0.029193758 0.195135247 0.531640891 0.722457309 0.550543210
##   [829] 0.377561571 0.308740872 0.376539700 0.552440054 0.624715944 0.693366271
##   [835] 0.049647739 0.103387055 0.114489196 0.842474025 0.967622812 0.898480544
##   [841] 0.647322489 0.445180252 0.622302023 0.764809724 0.745404411 0.729167071
##   [847] 0.431356139 0.443332897 0.508965279 0.174228832 0.108289113 0.092807463
##   [853] 0.076087233 0.227380662 0.187306506 0.211466865 0.223186768 0.271588950
##   [859] 0.293317581 0.342423207 0.344407005 0.316886152 0.094790605 0.121633158
##   [865] 0.127400900 0.326740557 0.381967451 0.482259932 0.490079666 0.482646947
##   [871] 0.196821491 0.293906254 0.316537806 0.233473072 0.297529788 0.249998164
##   [877] 0.143291025 0.083301655 0.142567721 0.167294249 0.283135173 0.308799619
##   [883] 0.227904358 0.309595146 0.180745989 0.372833829 0.361462665 0.257874291
##   [889] 0.528068298 0.563952597 0.573782845 0.452445220 0.509914094 0.479662349
##   [895] 0.461679274 0.373764752 0.372415954 0.370284218 0.502841122 0.339227155
##   [901] 0.251376191 0.187249507 0.198120538 0.540317814 0.454534938 0.332132210
##   [907] 0.437196733 0.538294118 0.607858140 0.849429112 0.823449318 0.779467914
##   [913] 0.574212854 0.544266878 0.522136391 0.635149980 0.530366789 0.462495886
##   [919] 0.717336586 0.523333972 0.749312482 0.718873939 0.785490330 0.695458448
##   [925] 0.901038741 0.694408307 0.937681091 0.290441318 0.372068849 0.317395611
##   [931] 1.023886327 1.149427331 0.897245242 0.098980635 0.069719378 0.433691427
##   [937] 0.476309006 0.434034941 0.232482737 0.736170985 0.785890292 0.568539399
##   [943] 0.360613049 0.240788881 1.056987203 0.892568131 0.937103479 0.374592110
##   [949] 0.345788493 0.344654585 0.601061391 0.623957069 0.698019025 0.600585574
##   [955] 0.602718267 0.588663891 0.401833153 0.287080463 0.467280312 0.344979478
##   [961] 0.333163157 0.267309895 0.608606579 0.608246669 0.563089962 0.351530615
##   [967] 0.384191717 0.365050926 0.354821841 0.319463782 0.272715347 0.526449346
##   [973] 0.725100606 0.616154553 0.319276723 0.285567321 0.420994640 0.410178556
##   [979] 0.512925777 0.455224664 0.229227595 0.250746234 0.314147154 0.379651278
##   [985] 0.486160116 0.773842824 0.360362877 0.412641086 0.368832709 1.122659681
##   [991] 1.248663117 1.189906674 0.826959277 0.135300351 0.810693062 1.051311217
##   [997] 1.035100637 1.014912864 0.219720685 0.344079051 0.326235350 0.392425708
##  [1003] 0.327819647 0.365736626 0.286990917 0.238211183 0.321011910 0.263956024
##  [1009] 0.463766603 0.525963607 0.460882629 0.505358394 0.539122226 0.600144490
##  [1015] 0.317036545 0.290391227 0.284772186 0.567971862 0.631522068 0.244126163
##  [1021] 0.262318118 0.230676468 0.143478019 0.060167437 0.075229557 0.460924855
##  [1027] 0.479881073 0.487712354 0.190784605 0.348429026 0.172439208 0.417969056
##  [1033] 0.517653296 0.531013565 0.443835413 0.471096159 0.357011178 0.634925795
##  [1039] 0.587265638 0.458690143 0.442211053 0.413535177 0.462291030 0.752793549
##  [1045] 0.413066261 0.381352029 0.312154898 0.607441449 0.590502778 0.283211148
##  [1051] 0.302539837 0.233318532 0.516030858 0.398254032 0.481497313 0.564271224
##  [1057] 0.338543186 0.214412335 0.233551577 0.569281291 0.677482681 1.115273432
##  [1063] 1.102676715 1.057387031 0.682129341 0.647492345 0.626612478 0.548105697
##  [1069] 0.475816673 0.416315054 1.012240861 0.791048742 1.034939988 0.623778204
##  [1075] 0.701713079 0.509966858 0.830735742 0.626475938 0.850706443 0.337237458
##  [1081] 0.354574378 0.368261040 1.186167653 1.224567230 0.893638560 0.062882431
##  [1087] 0.334721012 0.377372245 0.335981417 0.195661937 0.640700116 0.695292052
##  [1093] 0.472524728 0.325716060 0.194356612 0.967104627 0.801662602 0.854995011
##  [1099] 0.332444493 0.354949764 0.322462900 0.508882577 0.543995638 0.620149870
##  [1105] 0.541109577 0.511864957 0.494030195 0.370832415 0.253803429 0.446907577
##  [1111] 0.313883618 0.293993671 0.237178340 0.530776920 0.518207468 0.483670655
##  [1117] 0.337295291 0.345533670 0.345510249 0.258971851 0.221271857 0.177243831
##  [1123] 0.429273390 0.633752151 0.519152371 0.266420177 0.236194201 0.411026066
##  [1129] 0.342982569 0.484950807 0.381974971 0.158563864 0.156261721 0.225521938
##  [1135] 0.330603242 0.427580495 0.677355858 0.303468960 0.367777956 0.345089018
##  [1141] 1.036599853 1.162382667 1.107591378 0.728562243 0.193348015 0.712755934
##  [1147] 0.967704953 0.952792159 0.931232370 0.181669285 0.266560887 0.279193403
##  [1153] 0.306402796 0.249718867 0.294608650 0.261106662 0.139991105 0.228361762
##  [1159] 0.167248307 0.451208348 0.510593931 0.364867468 0.408133569 0.443990648
##  [1165] 0.520232344 0.295890085 0.280169330 0.276847836 0.478608346 0.542430680
##  [1171] 0.225258496 0.237195026 0.221642953 0.068214822 0.042619670 0.054587402
##  [1177] 0.372541885 0.384773227 0.400070234 0.122884760 0.277583914 0.139393281
##  [1183] 0.399325930 0.428434326 0.439461156 0.354324090 0.484895371 0.356745582
##  [1189] 0.548419025 0.495018307 0.366368828 0.365903943 0.356737817 0.394021863
##  [1195] 0.677733920 0.338525312 0.305696598 0.249666109 0.516012933 0.497144548
##  [1201] 0.197817758 0.263158364 0.147765429 0.496211605 0.391375657 0.452542866
##  [1207] 0.471017705 0.265752524 0.129932161 0.191658835 0.475307635 0.581146732
##  [1213] 1.025461073 1.016413524 0.970950526 0.583660532 0.549049231 0.528039846
##  [1219] 0.475506447 0.393268273 0.329864316 0.932298953 0.703771906 0.951106888
##  [1225] 0.555114957 0.631429395 0.470609505 0.758828832 0.550856210 0.783289602
##  [1231] 0.238292470 0.260707033 0.269494879 1.087195145 1.130514267 0.808534223
##  [1237] 0.381538274 0.423237584 0.376909844 0.248924706 0.696851859 0.754999775
##  [1243] 0.528417447 0.380052567 0.250842486 1.026943427 0.861106123 0.917208800
##  [1249] 0.389139256 0.391136080 0.372164998 0.535879561 0.554639911 0.628453173
##  [1255] 0.532073910 0.536721922 0.525504706 0.424175527 0.306812530 0.496819769
##  [1261] 0.366805631 0.349456589 0.288789286 0.593578391 0.578429445 0.546388187
##  [1267] 0.383949983 0.401243117 0.394393773 0.294307346 0.263843858 0.212878514
##  [1273] 0.466873757 0.659168747 0.555961602 0.325602833 0.294155656 0.456497797
##  [1279] 0.340558489 0.453244211 0.385525150 0.159778168 0.190257093 0.248339288
##  [1285] 0.312611177 0.417604741 0.712487452 0.363841244 0.425472417 0.395597113
##  [1291] 1.097844469 1.223515995 1.169692672 0.779209980 0.130628937 0.764799393
##  [1297] 1.029593858 1.014937925 0.993118921 0.153743964 0.274863671 0.259326785
##  [1303] 0.368414423 0.312601298 0.357208777 0.311487380 0.194805167 0.288309121
##  [1309] 0.224360841 0.498019386 0.558844728 0.421161727 0.462465973 0.500959725
##  [1315] 0.582887607 0.344890354 0.324422047 0.320042284 0.539192482 0.603015982
##  [1321] 0.185590964 0.201545318 0.176475723 0.129385328 0.030713028 0.009426895
##  [1327] 0.433726006 0.441977602 0.461427271 0.183861969 0.340124706 0.189429264
##  [1333] 0.448276838 0.489179865 0.499098316 0.415150488 0.519700867 0.397459393
##  [1339] 0.609870467 0.554119517 0.425789029 0.372679908 0.345088143 0.392657573
##  [1345] 0.740606083 0.343443568 0.311846851 0.242681691 0.575546809 0.555493072
##  [1351] 0.216336971 0.237442273 0.167304456 0.546149207 0.435368201 0.505634403
##  [1357] 0.499966666 0.268908606 0.148412116 0.166835138 0.505562550 0.616096723
##  [1363] 1.085300683 1.077605581 1.032109519 0.625364699 0.590717651 0.570425106
##  [1369] 0.478386332 0.407124974 0.348907211 0.994798832 0.764830630 1.012952980
##  [1375] 0.554210107 0.632079059 0.446200424 0.761056577 0.556803344 0.781327970
##  [1381] 0.285413186 0.291894883 0.314470814 1.132391764 1.160087955 0.825090731
##  [1387] 0.043081777 0.046742694 0.363677602 0.336421724 0.422041315 0.178448572
##  [1393] 0.416835836 0.341571408 0.685523593 0.520318436 0.619771213 0.397984717
##  [1399] 0.544648704 0.450122100 0.236592881 0.348659483 0.422187655 0.450986878
##  [1405] 0.249725501 0.202636911 0.453513617 0.389183764 0.535524694 0.421662336
##  [1411] 0.389422148 0.390640529 0.361784982 0.270765722 0.318457853 0.479031411
##  [1417] 0.415714532 0.470500626 0.111707638 0.119288830 0.175196847 0.120104537
##  [1423] 0.352477260 0.202697818 0.337847346 0.340997820 0.539039042 0.297788637
##  [1429] 0.529847117 0.283999291 0.276069697 0.197255898 0.181694465 0.365140807
##  [1435] 0.378146934 0.358833854 0.335405336 0.407209537 0.459013595 0.772799713
##  [1441] 0.894079360 0.859911028 0.399202470 0.495643897 0.387174610 0.718865834
##  [1447] 0.711180181 0.683662238 0.352929382 0.232626391 0.352046868 0.194055157
##  [1453] 0.238586585 0.275012274 0.410146792 0.198511182 0.162024038 0.180627551
##  [1459] 0.561107541 0.597982843 0.106321195 0.111216786 0.165956335 0.341591245
##  [1465] 0.438321896 0.454972051 0.458015748 0.245866388 0.297567808 0.404345216
##  [1471] 0.395475742 0.421980991 0.310823534 0.375144046 0.372335785 0.192135834
##  [1477] 0.128300341 0.210670207 0.299060663 0.273173280 0.362323614 0.507413731
##  [1483] 0.213413571 0.199699613 0.176043958 0.655780745 0.525034532 0.320839829
##  [1489] 0.234035183 0.153159763 0.260288628 0.347957098 0.315245768 0.496510239
##  [1495] 0.260094168 0.245890114 0.294011851 0.257829092 0.225731654 0.210008289
##  [1501] 0.369177518 0.236110145 0.573550982 0.533154536 0.513204116 0.196703523
##  [1507] 0.254650424 0.250489697 0.345855080 0.193337962 0.267096168 0.742675123
##  [1513] 0.752234919 0.707466576 0.252355513 0.218313672 0.196411816 0.340893590
##  [1519] 0.233754755 0.184085771 0.703564468 0.450761192 0.701840581 0.418312625
##  [1525] 0.471091608 0.480879894 0.573183930 0.378725944 0.616195144 0.096528768
##  [1531] 0.129597823 0.067719245 0.752476270 0.818695561 0.551660042 0.060074006
##  [1537] 0.403528119 0.306471584 0.399187625 0.159110324 0.450100765 0.381116666
##  [1543] 0.657633040 0.493946475 0.602225684 0.429772923 0.582160598 0.485208380
##  [1549] 0.209187517 0.333395586 0.403686276 0.449802991 0.224335394 0.171470559
##  [1555] 0.484944418 0.426490632 0.565442626 0.456071914 0.423965781 0.428975237
##  [1561] 0.363887868 0.260168371 0.323657676 0.514451331 0.447262371 0.504893677
##  [1567] 0.143955128 0.159806067 0.214485828 0.088584056 0.319074256 0.163664249
##  [1573] 0.372716868 0.378116712 0.572235824 0.312432790 0.544541805 0.291401080
##  [1579] 0.311693790 0.236938408 0.213007814 0.385468604 0.386476731 0.317694690
##  [1585] 0.367016871 0.436233733 0.492848685 0.748097993 0.867814458 0.837829941
##  [1591] 0.359785951 0.535363454 0.349303980 0.697570991 0.691379332 0.662939443
##  [1597] 0.387316246 0.256313327 0.377536244 0.221081145 0.273199240 0.305439248
##  [1603] 0.447690048 0.241582033 0.200848866 0.223479855 0.592397350 0.626583385
##  [1609] 0.115210989 0.100209022 0.154614105 0.342838793 0.474723841 0.493018641
##  [1615] 0.496370032 0.241008521 0.286135924 0.437094523 0.426857064 0.455795903
##  [1621] 0.353861527 0.417541358 0.414093575 0.206245306 0.132063469 0.220209697
##  [1627] 0.341204036 0.305367803 0.404257624 0.539629164 0.216341517 0.197339503
##  [1633] 0.193180252 0.690663870 0.561434234 0.312525055 0.222010799 0.165684654
##  [1639] 0.268715853 0.363870365 0.323207236 0.491589099 0.273268452 0.263808872
##  [1645] 0.320757999 0.245007412 0.210996677 0.243614554 0.397057608 0.273876313
##  [1651] 0.601647903 0.567524880 0.541012413 0.171350669 0.278668983 0.289149504
##  [1657] 0.379300806 0.165796143 0.227627357 0.714172519 0.727592251 0.683291853
##  [1663] 0.209392795 0.175476239 0.153478542 0.337548503 0.234563488 0.195453658
##  [1669] 0.686324023 0.432195184 0.680609562 0.410817679 0.457817179 0.492808401
##  [1675] 0.553411803 0.366588021 0.598711986 0.139080525 0.158763346 0.108766779
##  [1681] 0.709939273 0.777512261 0.520121306 0.388992205 0.366518205 0.458488133
##  [1687] 0.216694575 0.452380188 0.367788772 0.717705751 0.553918942 0.659866981
##  [1693] 0.435146454 0.573816085 0.483316864 0.201527313 0.304530501 0.379234386
##  [1699] 0.404271212 0.212617122 0.172482249 0.490787680 0.419411611 0.573913473
##  [1705] 0.455849138 0.423610016 0.419026396 0.408239405 0.313791643 0.365142419
##  [1711] 0.511657764 0.453027370 0.504496133 0.087412420 0.114714436 0.164500193
##  [1717] 0.095705404 0.322380302 0.185028239 0.371955736 0.371871376 0.574210399
##  [1723] 0.255114313 0.487489731 0.238434762 0.255540135 0.187261229 0.154587477
##  [1729] 0.326140170 0.333011733 0.343766939 0.373077282 0.446729026 0.493726527
##  [1735] 0.807899164 0.927817657 0.897094626 0.414805491 0.483588034 0.406098891
##  [1741] 0.756586009 0.749916822 0.721770311 0.329850687 0.196279980 0.317463690
##  [1747] 0.236379585 0.273980558 0.314166659 0.439849120 0.207661525 0.192659954
##  [1753] 0.196304220 0.598192529 0.637308286 0.152917091 0.152863694 0.208156441
##  [1759] 0.387922591 0.469715313 0.483542316 0.485990868 0.290754033 0.340325597
##  [1765] 0.378546293 0.367730732 0.397801032 0.321401468 0.374275981 0.368031742
##  [1771] 0.238599162 0.174445842 0.257407349 0.317346988 0.310768030 0.380977897
##  [1777] 0.543731035 0.259780891 0.245060893 0.222108829 0.688611659 0.556076315
##  [1783] 0.364839969 0.276339784 0.199847887 0.214961578 0.306066021 0.269901899
##  [1789] 0.541757624 0.216594507 0.205011503 0.260735434 0.299869514 0.266746505
##  [1795] 0.186321072 0.337109494 0.220442134 0.613307910 0.566959433 0.553306037
##  [1801] 0.160751234 0.218627734 0.236875710 0.321251933 0.159548968 0.248707197
##  [1807] 0.774240904 0.787380907 0.742992019 0.248507599 0.213849876 0.193544439
##  [1813] 0.294181184 0.187045953 0.139482398 0.743874478 0.490132928 0.739600782
##  [1819] 0.371937817 0.425953503 0.437181407 0.530503040 0.333423227 0.572383971
##  [1825] 0.103779184 0.099954156 0.070588273 0.756120784 0.801754403 0.518130775
##  [1831] 0.584514460 0.607257553 0.430611190 0.131136926 0.023274610 0.870327916
##  [1837] 0.712508039 0.730949294 0.142309502 0.188877960 0.128235191 0.589007469
##  [1843] 0.664348485 0.742606491 0.699393493 0.598000490 0.561445464 0.175491137
##  [1849] 0.058178383 0.251766356 0.118307981 0.101319527 0.042372108 0.400510069
##  [1855] 0.434530446 0.360070495 0.147082636 0.152969327 0.151863953 0.345885524
##  [1861] 0.294968290 0.286346944 0.481862026 0.711331304 0.566343610 0.091988479
##  [1867] 0.058070641 0.220877698 0.499474448 0.672369165 0.525916408 0.329881787
##  [1873] 0.276974894 0.351045165 0.507995172 0.591053170 0.721018113 0.134222985
##  [1879] 0.180176424 0.149985499 0.923695787 1.049197111 0.981835110 0.702078579
##  [1885] 0.365423707 0.679179690 0.847128495 0.828284557 0.811279706 0.372884868
##  [1891] 0.412724917 0.460584644 0.225136923 0.149375279 0.161188494 0.067310769
##  [1897] 0.202040632 0.202863146 0.198119636 0.258703910 0.316327983 0.334283550
##  [1903] 0.384539799 0.397104785 0.396653150 0.103109313 0.099675358 0.100117774
##  [1909] 0.394006972 0.452892907 0.419986618 0.430419696 0.417274593 0.132561302
##  [1915] 0.218648726 0.243541574 0.292564419 0.343912647 0.313625001 0.089517934
##  [1921] 0.146143421 0.060596572 0.205070792 0.346912117 0.369318289 0.282313406
##  [1927] 0.313654289 0.178390284 0.447290623 0.424699928 0.308534693 0.505103436
##  [1933] 0.525501123 0.545693790 0.536693901 0.483290059 0.451264925 0.419313313
##  [1939] 0.439736849 0.433504999 0.337502180 0.450024707 0.298247949 0.300953009
##  [1945] 0.204211792 0.257143612 0.548187180 0.420227405 0.287255156 0.380798897
##  [1951] 0.548105564 0.630690641 0.927638714 0.904444652 0.860106365 0.607243857
##  [1957] 0.575188173 0.552813711 0.615322655 0.515930625 0.447282292 0.801076143
##  [1963] 0.600676314 0.831438366 0.698815377 0.769680943 0.651182682 0.890531106
##  [1969] 0.681129114 0.923107390 0.289221610 0.359015399 0.320508113 1.077201518
##  [1975] 1.180514031 0.904778261 0.117191727 0.168437866 0.559939684 0.561990615
##  [1981] 0.351617509 0.191051509 0.328123367 0.531063602 0.715533068 0.605697993
##  [1987] 0.409938101 0.558328451 0.604718365 0.712252879 0.429493228 0.369496139
##  [1993] 0.572916893 0.577261192 0.627884220 0.574952438 0.549695052 0.589748095
##  [1999] 0.274564579 0.160276669 0.276415465 0.633999393 0.543095846 0.616023157
##  [2005] 0.447789703 0.450300314 0.506972146 0.334261689 0.443699301 0.312858234
##  [2011] 0.511510854 0.535447190 0.663185724 0.611636050 0.840119612 0.581219955
##  [2017] 0.611485556 0.527543087 0.517735248 0.689237804 0.674180450 0.345424722
##  [2023] 0.481231233 0.513957041 0.600643620 0.446127473 0.562980611 0.541201380
##  [2029] 0.146068719 0.820459810 0.114467254 0.405112598 0.404254506 0.373204422
##  [2035] 0.688898042 0.562488104 0.683876554 0.360494842 0.436218318 0.429209317
##  [2041] 0.597593952 0.502099423 0.415926315 0.473481320 0.663367038 0.669616919
##  [2047] 0.275877969 0.235841999 0.197068886 0.258364940 0.609352701 0.642119504
##  [2053] 0.648435643 0.196292866 0.154371914 0.740749408 0.731776936 0.758112300
##  [2059] 0.595844722 0.683289521 0.687425655 0.291953396 0.256292081 0.272023084
##  [2065] 0.561198216 0.441349876 0.613399716 0.625928827 0.238694650 0.215214233
##  [2071] 0.303369451 0.785944983 0.685061614 0.180752449 0.160317699 0.281257246
##  [2077] 0.561188855 0.663581830 0.612566806 0.308866980 0.571773405 0.567015214
##  [2083] 0.627228141 0.148890681 0.151097056 0.546411073 0.703467844 0.569455513
##  [2089] 0.643521150 0.670181820 0.589277211 0.395451584 0.584857597 0.582015370
##  [2095] 0.682174386 0.383352994 0.329341064 0.407795583 0.425873798 0.382963616
##  [2101] 0.247713979 0.252879220 0.249824287 0.601290253 0.516633903 0.494876553
##  [2107] 0.409681880 0.170624986 0.388706579 0.655934827 0.676713963 0.784482857
##  [2113] 0.731488856 0.599333418 0.785718643 0.421080730 0.464358888 0.400487442
##  [2119] 0.511514939 0.712063757 0.618795073 0.243699946 0.557250331 0.586313323
##  [2125] 0.271955884 0.106734775 0.212362893 0.527684860 0.711905631 0.603560032
##  [2131] 0.524315900 0.672895488 0.721148973 0.823352052 0.543939245 0.482981514
##  [2137] 0.560802528 0.588845659 0.602032539 0.574495151 0.553938590 0.604273781
##  [2143] 0.235955780 0.177674544 0.258272786 0.629591857 0.536525661 0.609570557
##  [2149] 0.533083947 0.526726547 0.582061811 0.440533200 0.560834289 0.427739014
##  [2155] 0.524232714 0.552933694 0.645998141 0.710717072 0.941828079 0.684548731
##  [2161] 0.689158105 0.600762588 0.602623186 0.784583141 0.778808039 0.460014813
##  [2167] 0.487952282 0.503248167 0.593996132 0.351193287 0.474094460 0.438644109
##  [2173] 0.233748950 0.882988081 0.202267781 0.298644544 0.294116585 0.264573311
##  [2179] 0.767162037 0.653970467 0.774055617 0.395005632 0.466479991 0.446227277
##  [2185] 0.607361512 0.562099653 0.466958528 0.531271148 0.638558832 0.633913031
##  [2191] 0.340799094 0.312544536 0.261960050 0.227813921 0.612402761 0.648665140
##  [2197] 0.655762670 0.218214915 0.155535763 0.821091353 0.814344519 0.836429497
##  [2203] 0.642622639 0.737638972 0.745683539 0.325392076 0.317486644 0.299502770
##  [2209] 0.600888177 0.461144931 0.645511819 0.609295416 0.268433801 0.255911653
##  [2215] 0.342057623 0.764388289 0.679213160 0.161145723 0.201422936 0.329213862
##  [2221] 0.663367225 0.762448264 0.716264065 0.215459260 0.671144066 0.662989417
##  [2227] 0.716043548 0.179471973 0.202614018 0.628349837 0.790897788 0.644639538
##  [2233] 0.608901540 0.657072562 0.560726267 0.507327571 0.676179130 0.654963083
##  [2239] 0.762085784 0.495511448 0.446468245 0.330308348 0.330614080 0.285597334
##  [2245] 0.364888359 0.369073039 0.364603787 0.711369078 0.621788335 0.593376341
##  [2251] 0.295187911 0.057362967 0.281749392 0.769215823 0.792510742 0.887967209
##  [2257] 0.848680580 0.713539139 0.902892201 0.495396178 0.551610015 0.480319123
##  [2263] 0.554851108 0.797289127 0.733429148 0.429221036 0.407493690 0.509836166
##  [2269] 0.343666142 0.443282135 0.402506088 0.580453000 0.472521603 0.327486065
##  [2275] 0.470021428 0.531790071 0.602639327 0.346240678 0.284181999 0.451705154
##  [2281] 0.432326975 0.520019188 0.441309840 0.412497730 0.441977709 0.231853738
##  [2287] 0.107385406 0.203649570 0.502074427 0.417321828 0.486831807 0.289393124
##  [2293] 0.285378213 0.341604066 0.219185999 0.405636153 0.243869727 0.368027111
##  [2299] 0.386927558 0.543747101 0.471322075 0.703564214 0.449979204 0.447735657
##  [2305] 0.361439411 0.359009434 0.542470724 0.545044349 0.351482569 0.345028675
##  [2311] 0.394517024 0.472264314 0.594726956 0.716703208 0.681494660 0.271468079
##  [2317] 0.652290021 0.249261978 0.540549944 0.533349362 0.505480896 0.525638093
##  [2323] 0.410826849 0.530491729 0.206275395 0.281358272 0.286132684 0.453594985
##  [2329] 0.333683769 0.249724917 0.305276534 0.552706586 0.572215301 0.107693643
##  [2335] 0.069494883 0.033758806 0.210068887 0.471037349 0.499653192 0.505123156
##  [2341] 0.103337056 0.131045498 0.578841530 0.571401631 0.594994392 0.429418504
##  [2347] 0.515083100 0.518991056 0.145901619 0.089790967 0.137033297 0.397737294
##  [2353] 0.294949100 0.453079988 0.507345915 0.110567201 0.080392249 0.150351577
##  [2359] 0.667564171 0.552958013 0.161088299 0.069460233 0.122118192 0.427570546
##  [2365] 0.522568938 0.481827294 0.341309581 0.432301932 0.421698898 0.472384931
##  [2371] 0.089560778 0.054617500 0.385294649 0.547207380 0.404323351 0.545906149
##  [2377] 0.546033376 0.486719664 0.299126906 0.432945956 0.415962532 0.519901698
##  [2383] 0.289316176 0.290594257 0.567531748 0.574151950 0.529253971 0.227243985
##  [2389] 0.208425221 0.191340077 0.489602344 0.391016274 0.354531039 0.527343385
##  [2395] 0.273442139 0.523534178 0.557290998 0.594794149 0.651881392 0.674908183
##  [2401] 0.507392892 0.724823595 0.255012406 0.307950385 0.237430778 0.647080216
##  [2407] 0.787095600 0.603959265 0.132024446 0.804984527 0.657232393 0.648349776
##  [2413] 0.029565475 0.155878273 0.046350456 0.652843952 0.748064180 0.825507008
##  [2419] 0.803632035 0.664849345 0.619387786 0.046100285 0.073777277 0.129726164
##  [2425] 0.019478962 0.033545090 0.093303231 0.328616070 0.400430543 0.299035849
##  [2431] 0.074073299 0.026231384 0.057628665 0.431007755 0.380866139 0.387767443
##  [2437] 0.536448606 0.768749356 0.612075404 0.081791985 0.096206081 0.122222961
##  [2443] 0.607004331 0.794260390 0.626457055 0.449385540 0.383651493 0.452272600
##  [2449] 0.625643339 0.700000834 0.757269677 0.085396848 0.062164149 0.043547641
##  [2455] 0.845502906 0.968963136 0.893454015 0.692763880 0.494969150 0.665922292
##  [2461] 0.764638084 0.743210666 0.729966724 0.499250845 0.518742838 0.580980512
##  [2467] 0.234279716 0.178518390 0.147503187 0.075837836 0.302623558 0.261007849
##  [2473] 0.287404737 0.147463385 0.196110107 0.354593711 0.401838926 0.396112306
##  [2479] 0.331480527 0.059830620 0.099224023 0.107182255 0.363754614 0.412176506
##  [2485] 0.548308216 0.557542137 0.546815700 0.260176896 0.349783284 0.374588477
##  [2491] 0.283468562 0.355261755 0.294498928 0.209916306 0.144942651 0.191256782
##  [2497] 0.091842920 0.326005445 0.354277853 0.282283761 0.242107952 0.125214035
##  [2503] 0.397350939 0.402414254 0.313869475 0.604018325 0.638457981 0.649540069
##  [2509] 0.446441736 0.585717466 0.555320412 0.535191812 0.411097592 0.415478570
##  [2515] 0.445274805 0.573328819 0.412629120 0.176817563 0.118651139 0.127267903
##  [2521] 0.612426716 0.529514453 0.404536850 0.506055131 0.609874611 0.674439366
##  [2527] 0.860366950 0.827269576 0.784597932 0.636020674 0.607433003 0.585609010
##  [2533] 0.711094908 0.606137132 0.538361400 0.711457512 0.539120521 0.749929125
##  [2539] 0.794808561 0.861196226 0.768902713 0.976148937 0.769963451 1.013220896
##  [2545] 0.365584432 0.447927549 0.391751052 1.068589688 1.210047502 0.968495561
##  [2551] 0.850421897 0.691835815 0.713347236 0.138372711 0.207686161 0.137099917
##  [2557] 0.568289586 0.646253905 0.724480854 0.685437467 0.577607729 0.540139107
##  [2563] 0.177772865 0.064261455 0.257690264 0.122100505 0.099723410 0.054683820
##  [2569] 0.382600338 0.412844864 0.341157994 0.159106551 0.151177477 0.160979276
##  [2575] 0.327225876 0.276168884 0.270649333 0.460145058 0.690167863 0.544152885
##  [2581] 0.078683239 0.044778652 0.231790197 0.486117497 0.664489140 0.510810781
##  [2587] 0.320455325 0.262641725 0.335614863 0.498075466 0.578251511 0.698456480
##  [2593] 0.120443912 0.174726187 0.156943739 0.905228413 1.030884630 0.964768434
##  [2599] 0.678960735 0.371471178 0.656166503 0.829334129 0.810890221 0.793368747
##  [2605] 0.367506785 0.398745134 0.451806671 0.202242404 0.126392832 0.140964999
##  [2611] 0.079124706 0.185457275 0.180311344 0.179076964 0.267661092 0.323263442
##  [2617] 0.311011368 0.361267927 0.374017046 0.377953877 0.114359154 0.117465648
##  [2623] 0.118957499 0.372214100 0.431613579 0.416285384 0.425658399 0.414935590
##  [2629] 0.128173348 0.221223896 0.244756382 0.270051431 0.320672251 0.291527776
##  [2635] 0.079020108 0.125307277 0.069138945 0.212753739 0.324751910 0.346776383
##  [2641] 0.259467207 0.330047333 0.194638839 0.426783945 0.402350111 0.285446621
##  [2647] 0.489583578 0.513868073 0.531429894 0.520770108 0.468549235 0.436861210
##  [2653] 0.408550548 0.417693967 0.410931224 0.323776366 0.442729140 0.286573939
##  [2659] 0.306385017 0.216886556 0.259278444 0.527442620 0.407214632 0.276706319
##  [2665] 0.374638038 0.527121225 0.608452932 0.907878271 0.885866324 0.841367973
##  [2671] 0.584307590 0.552348686 0.529975468 0.599323938 0.498675640 0.430018867
##  [2677] 0.784426730 0.580803037 0.813526945 0.682973212 0.753040064 0.641436873
##  [2683] 0.872971830 0.663904192 0.906340905 0.269000717 0.341054468 0.299842087
##  [2689] 1.053995780 1.157831671 0.884372944 0.166630852 0.191563764 0.775847013
##  [2695] 0.954638697 0.850359131 0.742969900 0.887256215 0.920722354 1.050004695
##  [2701] 0.761760491 0.706475168 0.800233520 0.845962884 0.825215722 0.823473338
##  [2707] 0.806983054 0.862901096 0.476640646 0.448996436 0.511567767 0.873733947
##  [2713] 0.781781316 0.852497955 0.797230915 0.795130375 0.851134188 0.682823460
##  [2719] 0.743946750 0.647049560 0.783429572 0.814174197 0.877210990 0.962534467
##  [2725] 1.189331741 0.930175562 0.957557308 0.870484882 0.867214451 1.040785201
##  [2731] 1.021724467 0.621938452 0.744499088 0.746278307 0.837236637 0.111202940
##  [2737] 0.212717104 0.217071907 0.369194593 1.154898358 0.354198188 0.133960279
##  [2743] 0.157966902 0.135819836 1.035473239 0.913887169 1.035169256 0.665037908
##  [2749] 0.734501158 0.709459480 0.862921632 0.833969398 0.738826483 0.803205384
##  [2755] 0.861425623 0.842974543 0.611285714 0.579330616 0.531540066 0.476137541
##  [2761] 0.863072671 0.901119865 0.908641079 0.489042707 0.425473697 1.088564911
##  [2767] 1.080672707 1.104829316 0.913562188 1.009393570 1.017631095 0.596068821
##  [2773] 0.588440017 0.569489152 0.870447263 0.725299209 0.912284992 0.842421393
##  [2779] 0.539363086 0.527845415 0.613326591 0.986801750 0.920720707 0.424557758
##  [2785] 0.473223461 0.601165223 0.910919965 1.014457990 0.961129313 0.378932052
##  [2791] 0.922659052 0.918566715 0.978180739 0.451427711 0.473447210 0.894653289
##  [2797] 1.054143045 0.913852786 0.820683591 0.892179482 0.782680457 0.735752516
##  [2803] 0.936252955 0.924900243 1.029665476 0.723297222 0.644887239 0.058359458
##  [2809] 0.095770754 0.077757861 0.566852472 0.583583921 0.586932170 0.942226942
##  [2815] 0.864560485 0.846135974 0.200410818 0.269651836 0.129943130 0.988225613
##  [2821] 0.996603476 1.132577950 1.026930066 0.929050190 1.082914038 0.764409189
##  [2827] 0.814564986 0.747119060 0.488953078 0.814818396 0.877387579 0.168680943
##  [2833] 0.627724959 0.810506337 0.703342565 0.596179149 0.743505971 0.784440310
##  [2839] 0.901086286 0.615509384 0.557171763 0.657659648 0.692218491 0.692732436
##  [2845] 0.674987214 0.655836433 0.708165406 0.330441653 0.284398033 0.358835944
##  [2851] 0.728477336 0.635506498 0.707941651 0.631973360 0.628764769 0.684661702
##  [2857] 0.525295967 0.614320273 0.499008516 0.628178089 0.657578472 0.740061993
##  [2863] 0.802074103 1.031087759 0.772252711 0.791241389 0.703919353 0.701885451
##  [2869] 0.878662583 0.865213456 0.501038382 0.590916724 0.601233321 0.692430696
##  [2875] 0.255172116 0.373942132 0.350890525 0.250440863 0.988681553 0.225787360
##  [2881] 0.218340586 0.222191055 0.189812481 0.869195202 0.750186938 0.871156650
##  [2887] 0.501708505 0.572885325 0.551332176 0.710246313 0.667720447 0.573301028
##  [2893] 0.637103757 0.729337219 0.719168035 0.444656424 0.413141752 0.364924912
##  [2899] 0.325779656 0.713603818 0.750569605 0.757826426 0.324946455 0.262092397
##  [2905] 0.922507613 0.914934962 0.938544824 0.749331310 0.844060196 0.851769932
##  [2911] 0.432126074 0.421847719 0.406176931 0.707573497 0.566549539 0.751733230
##  [2917] 0.703935308 0.375168044 0.362201460 0.448751263 0.855559315 0.777276919
##  [2923] 0.265281958 0.307042763 0.435375895 0.752126647 0.854009066 0.803615100
##  [2929] 0.269372357 0.762244028 0.756515116 0.813753733 0.285652820 0.306877872
##  [2935] 0.728840548 0.889386873 0.747368885 0.695078300 0.752669708 0.650672930
##  [2941] 0.584485230 0.772522338 0.758315299 0.863564275 0.572220324 0.506420335
##  [2947] 0.224781529 0.234864598 0.192005522 0.425360201 0.436785858 0.436798739
##  [2953] 0.790950564 0.707667940 0.685047531 0.238117888 0.120211939 0.202777928
##  [2959] 0.842743044 0.858499902 0.975534151 0.902252960 0.784977377 0.957626275
##  [2965] 0.597924784 0.649699462 0.581084790 0.500458586 0.779632795 0.769791446
##  [2971] 0.620355032 0.790928031 0.691857678 0.736678710 0.885258080 0.932841620
##  [2977] 1.034773978 0.756301680 0.695298018 0.636945949 0.698374030 0.651549419
##  [2983] 0.667552231 0.655566313 0.716911700 0.330804850 0.352733353 0.374377535
##  [2989] 0.712515506 0.623546020 0.690725800 0.727930312 0.714095419 0.766721224
##  [2995] 0.650567539 0.769391769 0.640057360 0.640164686 0.673101367 0.706995109
##  [3001] 0.914591701 1.146767172 0.891675986 0.874029766 0.783147686 0.795817236
##  [3007] 0.984897137 0.986480380 0.662080088 0.598893400 0.587168606 0.676030672
##  [3013] 0.198178495 0.320613939 0.252821842 0.416540380 1.047676273 0.389687136
##  [3019] 0.116509728 0.097998736 0.081688404 0.951342104 0.852140223 0.969827582
##  [3025] 0.548831103 0.609283832 0.574806422 0.713056643 0.732349567 0.632491959
##  [3031] 0.700483040 0.686979677 0.662906953 0.526833372 0.508554434 0.454185724
##  [3037] 0.337241059 0.707918170 0.747032604 0.754861210 0.386447647 0.325790306
##  [3043] 1.006675768 1.002296917 1.019691352 0.794946194 0.895818865 0.908257278
##  [3049] 0.485770876 0.502420035 0.457700854 0.746522285 0.591763653 0.779500925
##  [3055] 0.673988943 0.433590792 0.432067340 0.505507201 0.810461843 0.756611710
##  [3061] 0.310774823 0.386903946 0.502408659 0.869801195 0.965845774 0.923511830
##  [3067] 0.203844350 0.875494133 0.864766993 0.911163605 0.362972140 0.394061215
##  [3073] 0.818425399 0.983914894 0.827924209 0.641996169 0.724105132 0.609231895
##  [3079] 0.719313016 0.873963441 0.835780124 0.948026440 0.707580638 0.656843127
##  [3085] 0.233378042 0.181139403 0.142460161 0.575063588 0.580927977 0.576917594
##  [3091] 0.922435490 0.830365677 0.797668941 0.084135514 0.170180717 0.101582607
##  [3097] 0.981417749 1.004645778 1.094475667 1.057833995 0.925889829 1.112524264
##  [3103] 0.681840398 0.747714256 0.671938446 0.647342751 0.944150040 0.933547104
##  [3109] 0.185192508 0.075898340 0.634501106 0.733724032 0.810751510 0.794951625
##  [3115] 0.647058365 0.600063002 0.055641228 0.089172127 0.139859959 0.047635797
##  [3121] 0.041778334 0.109626962 0.299349975 0.371366529 0.269473122 0.103075891
##  [3127] 0.017959599 0.085189257 0.418806848 0.369447774 0.380487618 0.516929219
##  [3133] 0.748815124 0.590658769 0.072915895 0.096887717 0.143815647 0.600101041
##  [3139] 0.793009617 0.617175293 0.448155362 0.378071157 0.444271241 0.622686729
##  [3145] 0.693255505 0.733942570 0.062756127 0.038653956 0.070097341 0.817240484
##  [3151] 0.940952008 0.866316580 0.664652492 0.507714726 0.637573169 0.736732283
##  [3157] 0.715567351 0.701916206 0.501663328 0.511782672 0.579512708 0.211319889
##  [3163] 0.161635476 0.124774187 0.097048752 0.296467326 0.245936422 0.278569059
##  [3169] 0.163158097 0.205261101 0.331108231 0.377485554 0.369628000 0.301995361
##  [3175] 0.087676772 0.126677599 0.134514012 0.334999616 0.382830889 0.552155620
##  [3181] 0.560321598 0.551975344 0.265362319 0.359352304 0.383122498 0.257120758
##  [3187] 0.330555464 0.267000211 0.212811337 0.124811909 0.202855079 0.109911569
##  [3193] 0.298103374 0.326696561 0.257035076 0.266272030 0.154015858 0.367815009
##  [3199] 0.374032082 0.288861717 0.594343686 0.633452183 0.641213292 0.419037655
##  [3205] 0.577214676 0.547498709 0.531837064 0.382289196 0.387355489 0.439442377
##  [3211] 0.573471357 0.409497420 0.183494820 0.143647067 0.128118312 0.594336147
##  [3217] 0.523623547 0.402663511 0.507673036 0.591314244 0.652474302 0.831348374
##  [3223] 0.798909262 0.756077541 0.611991452 0.583982046 0.562321318 0.700067710
##  [3229] 0.594000701 0.526829827 0.684346343 0.509707668 0.721913317 0.783592571
##  [3235] 0.848560063 0.765571227 0.961742849 0.756849817 0.999912895 0.352122146
##  [3241] 0.436518441 0.376796184 1.040212209 1.185189276 0.949304028 0.109844629
##  [3247] 0.774992841 0.853225381 0.931483826 0.883670679 0.784760987 0.745575409
##  [3253] 0.154540201 0.155674024 0.160833384 0.140652163 0.167986081 0.154843966
##  [3259] 0.480413238 0.556239002 0.453680759 0.082358584 0.175382526 0.102569141
##  [3265] 0.534639399 0.483649623 0.474190968 0.664399402 0.895815056 0.745822611
##  [3271] 0.214285394 0.204070978 0.099127455 0.683182314 0.839710921 0.712489608
##  [3277] 0.506338738 0.463414533 0.538437357 0.683371082 0.773229371 0.896722089
##  [3283] 0.236055705 0.209292210 0.118077432 0.989043265 1.110611386 1.030012473
##  [3289] 0.846891451 0.476595541 0.820577796 0.906219819 0.883317331 0.872545991
##  [3295] 0.536234371 0.597925794 0.633164254 0.378594187 0.311205748 0.294519168
##  [3301] 0.134519404 0.390671733 0.382731384 0.386628504 0.139178018 0.199343129
##  [3307] 0.497837155 0.546943339 0.546922873 0.484965303 0.109889990 0.090416608
##  [3313] 0.088841368 0.519259123 0.568020326 0.575770051 0.589987905 0.567611005
##  [3319] 0.306180408 0.361399741 0.389165805 0.434699206 0.501816942 0.448025027
##  [3325] 0.275341637 0.287314978 0.222648766 0.121565698 0.480187496 0.507753189
##  [3331] 0.431050708 0.129998687 0.034345949 0.552677950 0.557327025 0.461668631
##  [3337] 0.692261521 0.705276923 0.730904334 0.587178665 0.669432878 0.636990457
##  [3343] 0.597824384 0.566647003 0.569903303 0.522703312 0.618101952 0.480225268
##  [3349] 0.199591022 0.075125187 0.195753968 0.734134042 0.603675685 0.467113050
##  [3355] 0.546583685 0.733363265 0.809609100 1.009030817 0.971481648 0.929951894
##  [3361] 0.778434794 0.748120767 0.725908198 0.802908581 0.704598642 0.635979240
##  [3367] 0.848661769 0.691492640 0.892227007 0.886141431 0.957827134 0.824889891
##  [3373] 1.079271242 0.869734374 1.111316997 0.476496390 0.547892766 0.506908308
##  [3379] 1.223168962 1.353691472 1.091408217 0.684668423 0.773981786 0.851876252
##  [3385] 0.821097048 0.695873611 0.652651767 0.062720255 0.072879457 0.124710095
##  [3391] 0.031220562 0.061704953 0.085890446 0.374309352 0.446411791 0.345320920
##  [3397] 0.029800927 0.068654859 0.023879567 0.455089767 0.404239080 0.405169576
##  [3403] 0.570188819 0.802598810 0.648222338 0.112491518 0.113829275 0.095338476
##  [3409] 0.622433170 0.800449764 0.645336559 0.457195243 0.398612935 0.470178364
##  [3415] 0.635033561 0.714850959 0.795820148 0.127493043 0.104759287 0.024278535
##  [3421] 0.889378724 1.012396497 0.935491156 0.737606463 0.479943896 0.711057092
##  [3427] 0.807956219 0.786116299 0.773530696 0.501025645 0.534689846 0.588297372
##  [3433] 0.273863050 0.212013208 0.187939426 0.061385313 0.319487017 0.290687890
##  [3439] 0.308308929 0.130734188 0.188269537 0.394116018 0.442289829 0.439181831
##  [3445] 0.377564575 0.027627528 0.061803002 0.069615297 0.409433702 0.458414655
##  [3451] 0.547502800 0.558372785 0.543928190 0.260764302 0.341481052 0.367680956
##  [3457] 0.326619985 0.396277403 0.338897007 0.215694243 0.182845515 0.183512742
##  [3463] 0.076941057 0.370799507 0.398682772 0.324193889 0.205658660 0.080447769
##  [3469] 0.443701369 0.447675959 0.355380838 0.623561769 0.650908147 0.666922565
##  [3475] 0.489193235 0.603611477 0.572348511 0.545638930 0.456815682 0.460443275
##  [3481] 0.460045570 0.578197563 0.423655294 0.174063651 0.083917722 0.137315981
##  [3487] 0.643993362 0.543810455 0.413742182 0.509028643 0.642101281 0.711231484
##  [3493] 0.905523381 0.871311473 0.828915304 0.675644076 0.646324367 0.624315718
##  [3499] 0.732272486 0.629261329 0.560886892 0.753537117 0.585035294 0.793429986
##  [3505] 0.816058715 0.884406633 0.778366019 1.001783227 0.794051817 1.037193568
##  [3511] 0.391928459 0.470774593 0.419931632 1.113704062 1.250455134 1.001064199
##  [3517] 0.148580510 0.204353883 0.307129862 0.019637560 0.043375204 0.690062494
##  [3523] 0.620885101 0.772074747 0.656914304 0.624654033 0.620151112 0.556293861
##  [3529] 0.434422128 0.521418585 0.713114762 0.652260033 0.705649683 0.253118849
##  [3535] 0.299995953 0.332381192 0.120832474 0.125263928 0.097243766 0.572985796
##  [3541] 0.573397087 0.774926052 0.271120494 0.465608127 0.221325260 0.384847549
##  [3547] 0.352670261 0.287546029 0.356394035 0.296430317 0.194618251 0.571972573
##  [3553] 0.643522498 0.694613378 0.846724042 0.954919614 0.946425886 0.383718780
##  [3559] 0.617706934 0.391287347 0.813651098 0.813973241 0.782639391 0.440222426
##  [3565] 0.278073284 0.377983764 0.429152311 0.474337039 0.511541003 0.641240668
##  [3571] 0.398144424 0.394124120 0.392817331 0.797648704 0.834243676 0.322654819
##  [3577] 0.294518413 0.339343832 0.534543483 0.671242585 0.684634639 0.686889777
##  [3583] 0.427676869 0.456354544 0.472699433 0.454823229 0.496534980 0.509037342
##  [3589] 0.541320151 0.528208771 0.413786515 0.336006524 0.424816088 0.513196012
##  [3595] 0.509704971 0.576303107 0.743762544 0.415064560 0.390803439 0.401881386
##  [3601] 0.890075573 0.757583497 0.487897486 0.396924396 0.373201015 0.212328040
##  [3607] 0.316125739 0.245825914 0.667006655 0.237880491 0.254887688 0.339741268
##  [3613] 0.415744975 0.381318374 0.320111094 0.407904355 0.368576849 0.809612991
##  [3619] 0.768194653 0.749112805 0.040859677 0.294635203 0.387481503 0.427082423
##  [3625] 0.043481401 0.111521174 0.793725517 0.827186328 0.786729112 0.177677214
##  [3631] 0.159759493 0.160116089 0.202477461 0.158767026 0.192157365 0.819162340
##  [3637] 0.571139503 0.797532241 0.246563906 0.270210969 0.405240831 0.349030911
##  [3643] 0.189396995 0.397699249 0.300108418 0.248390740 0.268502585 0.647298502
##  [3649] 0.624340051 0.316608753 0.078260686 0.170405284 0.128956624 0.190537133
##  [3655] 0.789072786 0.705057165 0.873500638 0.748951228 0.717223434 0.700521828
##  [3661] 0.694001467 0.577406731 0.655967389 0.800633952 0.751682657 0.796512548
##  [3667] 0.319323455 0.370406186 0.382290656 0.252618145 0.175607503 0.245470218
##  [3673] 0.666347526 0.660215806 0.867848991 0.226812677 0.356595088 0.173946151
##  [3679] 0.394869903 0.397166194 0.321749675 0.298155859 0.202701804 0.297357111
##  [3685] 0.672983378 0.748510075 0.787332866 0.992434309 1.098292402 1.093075668
##  [3691] 0.522756810 0.607820139 0.533595093 0.961367517 0.962130337 0.930677084
##  [3697] 0.427103767 0.279892629 0.337559624 0.540834044 0.572304237 0.616320675
##  [3703] 0.723758273 0.462964993 0.487792081 0.467400195 0.895391151 0.938103744
##  [3709] 0.448234783 0.428719106 0.478007760 0.672492249 0.756729098 0.763556560
##  [3715] 0.764441597 0.566947316 0.600459888 0.442962922 0.421946114 0.467642837
##  [3721] 0.562218290 0.567887332 0.548728327 0.538533314 0.465338355 0.553584997
##  [3727] 0.579860712 0.611244543 0.639366927 0.839901434 0.548550349 0.526919146
##  [3733] 0.523841548 0.975727107 0.840597753 0.631108219 0.539291311 0.498286466
##  [3739] 0.182612912 0.252570367 0.179895764 0.811177750 0.212617744 0.243058124
##  [3745] 0.321242744 0.559306802 0.524496374 0.346385282 0.369720305 0.396233159
##  [3751] 0.914797691 0.857759044 0.855416810 0.170963580 0.286627739 0.414203515
##  [3757] 0.412279353 0.181285593 0.243651762 0.936650145 0.973109503 0.933294585
##  [3763] 0.320447671 0.306751865 0.308542608 0.096427500 0.151426443 0.218664150
##  [3769] 0.967701479 0.719531355 0.945349144 0.101826331 0.125113174 0.295921517
##  [3775] 0.228088551 0.041808243 0.267883256 0.382556626 0.305333283 0.356952331
##  [3781] 0.741509280 0.647584506 0.275435445 0.182170425 0.185570175 0.247717728
##  [3787] 0.866189189 0.783147830 0.950427024 0.826649500 0.794850945 0.778723075
##  [3793] 0.759643630 0.638775693 0.723430409 0.878639564 0.828710628 0.874329637
##  [3799] 0.397464541 0.448557065 0.460292623 0.319211231 0.180952532 0.295645647
##  [3805] 0.743851636 0.738152662 0.945576774 0.293964456 0.384023682 0.243892157
##  [3811] 0.468810168 0.474844961 0.399235419 0.356906216 0.251263032 0.308717690
##  [3817] 0.749710950 0.824818525 0.865015317 1.028266542 1.129330000 1.130836677
##  [3823] 0.552121948 0.675132024 0.566888642 1.002768564 1.005446872 0.973493768
##  [3829] 0.495929671 0.354610943 0.400989604 0.615525575 0.649193375 0.692422746
##  [3835] 0.801914533 0.541211461 0.564907311 0.545585722 0.972734410 1.014778398
##  [3841] 0.518897247 0.495809467 0.542733151 0.737955714 0.834799044 0.841799620
##  [3847] 0.842697283 0.631396563 0.660629771 0.506994816 0.485456969 0.531464427
##  [3853] 0.639902235 0.642816977 0.622866273 0.609832757 0.534713871 0.623480899
##  [3859] 0.658069173 0.687787963 0.717426398 0.917349651 0.616360349 0.593293511
##  [3865] 0.595961221 1.053875845 0.918783932 0.692245855 0.601241603 0.569331342
##  [3871] 0.255820118 0.311680283 0.243678069 0.871191187 0.285065867 0.316693303
##  [3877] 0.391124606 0.620087135 0.585671980 0.422994822 0.432874369 0.472513242
##  [3883] 0.991268103 0.935692258 0.931662087 0.235016264 0.359594711 0.490225063
##  [3889] 0.480964226 0.243496849 0.278032728 0.967582009 1.009478933 0.971329826
##  [3895] 0.359250954 0.352080800 0.358021944 0.154976362 0.228969170 0.296689407
##  [3901] 1.013997994 0.770425649 0.987182773 0.110970381 0.076995201 0.326252104
##  [3907] 0.151316547 0.073973267 0.195100640 0.460198878 0.383591108 0.433990463
##  [3913] 0.731459496 0.601682546 0.215108558 0.288609645 0.344135770 0.848030480
##  [3919] 0.748696487 0.933076756 0.800459112 0.770698533 0.739749025 0.812031927
##  [3925] 0.708151896 0.769402740 0.844510677 0.812491086 0.844759175 0.381767782
##  [3931] 0.427684771 0.416195032 0.385456166 0.343761883 0.403130129 0.723115344
##  [3937] 0.709282971 0.916419436 0.200507038 0.203155999 0.178147955 0.382600459
##  [3943] 0.422795801 0.351410764 0.223922585 0.114469490 0.467581250 0.738998630
##  [3949] 0.816677752 0.838264648 1.153132204 1.262041762 1.251891275 0.689408039
##  [3955] 0.548104644 0.698214056 1.117328459 1.116133290 1.085357709 0.382521929
##  [3961] 0.286725483 0.276504263 0.626913975 0.639804103 0.689749558 0.764518427
##  [3967] 0.501819078 0.556327999 0.516539308 0.949481149 0.999335236 0.557137865
##  [3973] 0.549963991 0.603674552 0.791416660 0.799741598 0.798197793 0.797369661
##  [3979] 0.690810164 0.733224251 0.376272118 0.354431775 0.398831398 0.578364469
##  [3985] 0.553102210 0.528717966 0.641523196 0.578094276 0.661483062 0.610116542
##  [3991] 0.680897903 0.661388105 0.893487760 0.663559162 0.646762445 0.623861572
##  [3997] 1.011985629 0.877429084 0.761280431 0.669657047 0.603710031 0.201643703
##  [4003] 0.187050757 0.154206145 0.941090631 0.217914703 0.248750691 0.291738926
##  [4009] 0.691677561 0.656865647 0.361893274 0.304556622 0.403577280 0.978392737
##  [4015] 0.902318837 0.922054944 0.316814107 0.280005925 0.417545154 0.368029905
##  [4021] 0.328975213 0.411155845 1.100848414 1.133453934 1.092432323 0.484389512
##  [4027] 0.466462079 0.464461890 0.113060631 0.217232967 0.275032728 1.118304873
##  [4033] 0.866078028 1.100955903 0.073040859 0.130996588 0.148228254 0.251251244
##  [4039] 0.131071307 0.256654060 0.450387617 0.361900908 0.434564017 0.907405848
##  [4045] 0.780877406 0.389309639 0.062569233 0.702672848 0.631229816 0.785132187
##  [4051] 0.668465597 0.636224735 0.629945014 0.574450144 0.453307735 0.539082570
##  [4057] 0.724108118 0.664874634 0.717110326 0.258616571 0.306749302 0.336315001
##  [4063] 0.136670786 0.122447520 0.116710819 0.584567472 0.584019653 0.786774977
##  [4069] 0.261479332 0.450329305 0.210280274 0.383576314 0.355993950 0.288613253
##  [4075] 0.346195755 0.281804001 0.204428496 0.584680784 0.656934946 0.706323888
##  [4081] 0.865773620 0.973579792 0.965647446 0.401425166 0.615028122 0.409611303
##  [4087] 0.833067283 0.833479971 0.802120148 0.436283761 0.274400381 0.370108711
##  [4093] 0.443150029 0.486354609 0.524685320 0.651388822 0.404823954 0.405185779
##  [4099] 0.400936086 0.810208802 0.847707785 0.338583730 0.311830749 0.357479262
##  [4105] 0.552724122 0.681874950 0.694351662 0.696415641 0.445991137 0.475414657
##  [4111] 0.466821272 0.448443420 0.490891955 0.514577456 0.543256679 0.529258141
##  [4117] 0.429801832 0.352596278 0.441485137 0.520697062 0.522356987 0.583495623
##  [4123] 0.756031455 0.432462678 0.408588757 0.417429554 0.901027401 0.768002343
##  [4129] 0.506836128 0.415697808 0.389183688 0.203094623 0.304909295 0.233316604
##  [4135] 0.686119324 0.229868609 0.248963247 0.334237825 0.434709952 0.400208906
##  [4141] 0.320453345 0.400545961 0.369615479 0.823243237 0.779557678 0.762844360
##  [4147] 0.053189645 0.289909954 0.388548856 0.422834396 0.059115012 0.126509602
##  [4153] 0.812290180 0.846272070 0.805927538 0.195812990 0.178903503 0.179669722
##  [4159] 0.185482407 0.150204812 0.189972955 0.838764908 0.590772549 0.816968024
##  [4165] 0.227269551 0.250705264 0.389720327 0.331438671 0.169845614 0.379481318
##  [4171] 0.308784031 0.252326584 0.277855692 0.658041485 0.624758896 0.306781729
##  [4177] 0.655456780 0.590611952 0.736591893 0.624292788 0.592048331 0.590944881
##  [4183] 0.513386256 0.391064926 0.479022566 0.681454829 0.617693834 0.673127116
##  [4189] 0.235293678 0.278718332 0.316793835 0.083199726 0.150250945 0.059757182
##  [4195] 0.540455576 0.542691132 0.741606705 0.286499352 0.493019197 0.240735642
##  [4201] 0.380088543 0.338184539 0.278835334 0.372059859 0.323116208 0.189777956
##  [4207] 0.537357827 0.607545558 0.661642716 0.809025424 0.918857530 0.907859157
##  [4213] 0.352103236 0.614727693 0.357243481 0.774036900 0.773747008 0.742608545
##  [4219] 0.440945774 0.279998144 0.388108079 0.392505317 0.441222516 0.476246591
##  [4225] 0.611306167 0.376112785 0.363159936 0.367823109 0.763023838 0.798006869
##  [4231] 0.282939964 0.252727868 0.296513304 0.491617438 0.640328027 0.655453569
##  [4237] 0.658075319 0.384654347 0.412980946 0.477587911 0.460962511 0.500754617
##  [4243] 0.488780955 0.528558689 0.517421116 0.373751191 0.295205625 0.383776343
##  [4249] 0.488872657 0.475315046 0.552392266 0.709712594 0.373037157 0.348323000
##  [4255] 0.362619308 0.858297974 0.726947759 0.444528722 0.353606489 0.333285134
##  [4261] 0.227936702 0.334542601 0.268108271 0.623642009 0.250211190 0.262240972
##  [4267] 0.344877200 0.372373325 0.337961327 0.312515144 0.416603346 0.358900613
##  [4273] 0.773108242 0.735776303 0.712479855 0.033312597 0.298628048 0.377565816
##  [4279] 0.428594008 0.022330318 0.095946446 0.758131129 0.789325925 0.748333749
##  [4285] 0.146205556 0.123308077 0.120381350 0.235911381 0.174676600 0.192979601
##  [4291] 0.778063480 0.529048700 0.757798629 0.286466146 0.313195030 0.433509757
##  [4297] 0.391701094 0.230681344 0.440807790 0.274732403 0.234094646 0.242073027
##  [4303] 0.635419647 0.636493739 0.349241510 0.117392064 0.085170544 0.057403566
##  [4309] 0.079561526 0.135675731 0.327223591 0.412642602 0.303591789 0.076248039
##  [4315] 0.037803155 0.054286218 0.473450433 0.423753545 0.432580088 0.572296014
##  [4321] 0.804017861 0.645307895 0.124951329 0.142164426 0.092054295 0.652033532
##  [4327] 0.840346533 0.670554604 0.495453910 0.428991490 0.496852444 0.671576451
##  [4333] 0.745101437 0.787245097 0.118121697 0.058959889 0.040973119 0.834959323
##  [4339] 0.957009543 0.878009500 0.709626803 0.536773477 0.681697568 0.752539075
##  [4345] 0.730021258 0.718611481 0.545189093 0.563727140 0.627047217 0.265577267
##  [4351] 0.217200296 0.179576068 0.114844983 0.347737502 0.301296732 0.331512995
##  [4357] 0.107595457 0.151307249 0.384671756 0.430163115 0.419366481 0.333072888
##  [4363] 0.088111538 0.124522845 0.132327806 0.378259727 0.421672170 0.593996700
##  [4369] 0.603415733 0.592195563 0.305800947 0.393741535 0.418963250 0.307566343
##  [4375] 0.382961393 0.315032103 0.255940115 0.180358525 0.234850715 0.055940915
##  [4381] 0.344837861 0.374183146 0.309060177 0.215958883 0.120495254 0.403589350
##  [4387] 0.418736270 0.341050164 0.647925099 0.684025499 0.694056372 0.433402163
##  [4393] 0.630144879 0.600009459 0.581054892 0.425030277 0.432952221 0.490576280
##  [4399] 0.619424633 0.458494924 0.131104582 0.097347981 0.081710554 0.649928893
##  [4405] 0.574830170 0.450551119 0.552076715 0.646850941 0.706797383 0.854516133
##  [4411] 0.817268380 0.775559958 0.664712335 0.637266548 0.615760776 0.754320118
##  [4417] 0.648678604 0.581253689 0.696267899 0.538170402 0.738366080 0.837940163
##  [4423] 0.903454131 0.814800184 1.017122974 0.811884299 1.055027119 0.407152757
##  [4429] 0.490856990 0.432202642 1.083801251 1.236695040 1.004685840 0.194304212
##  [4435] 0.060133101 0.047480112 0.020462474 0.370839061 0.421783830 0.334552154
##  [4441] 0.096249699 0.097196066 0.096752229 0.385751440 0.334699767 0.333102170
##  [4447] 0.509080499 0.740858103 0.590150931 0.065770334 0.048412812 0.167874840
##  [4453] 0.549764940 0.728359263 0.573372058 0.384618630 0.326026718 0.398134994
##  [4459] 0.562318666 0.642089304 0.741337336 0.101502443 0.127822127 0.092943539
##  [4465] 0.893565423 1.018314735 0.947066121 0.702213370 0.421244656 0.677462532
##  [4471] 0.814874469 0.794801000 0.779491640 0.430170015 0.462145149 0.515880833
##  [4477] 0.227048939 0.156427043 0.148198428 0.021590070 0.247500758 0.227478467
##  [4483] 0.237996334 0.203403108 0.259464119 0.344365042 0.394048377 0.398573715
##  [4489] 0.369851954 0.051748893 0.067981655 0.072907569 0.382437015 0.437431664
##  [4495] 0.477844413 0.487963310 0.475380218 0.189918654 0.276419950 0.301571193
##  [4501] 0.288409868 0.350098741 0.305511163 0.143088746 0.137524267 0.117635664
##  [4507] 0.148636774 0.338701490 0.364104286 0.281975562 0.270915080 0.136779936
##  [4513] 0.427714512 0.417056323 0.311287790 0.551817045 0.578029134 0.594571442
##  [4519] 0.499951475 0.531419451 0.499982892 0.472808614 0.429460181 0.427854516
##  [4525] 0.387374305 0.506354893 0.350779748 0.243319342 0.154045096 0.198995126
##  [4531] 0.580057226 0.471041440 0.340964420 0.437732274 0.578889407 0.653939745
##  [4537] 0.902518299 0.874747508 0.831085295 0.623776067 0.593078575 0.570814574
##  [4543] 0.661000277 0.558967434 0.490419275 0.765434808 0.577087672 0.799603790
##  [4549] 0.744749857 0.813879916 0.705673850 0.932461012 0.724041926 0.966938956
##  [4555] 0.324458958 0.400688808 0.353777226 1.078710645 1.198936791 0.937483939
##  [4561] 0.135801081 0.163091297 0.209789194 0.366154905 0.468766776 0.352230249
##  [4567] 0.116256081 0.121924302 0.102616916 0.558492125 0.508884908 0.517410735
##  [4573] 0.653395708 0.884259582 0.723945976 0.210091825 0.225575093 0.062131537
##  [4579] 0.736718800 0.922108334 0.755675715 0.577656902 0.513364052 0.581811010
##  [4585] 0.754584587 0.829724919 0.862249587 0.200912148 0.129556765 0.101837266
##  [4591] 0.849197043 0.967776199 0.882539689 0.768855245 0.602490275 0.739622961
##  [4597] 0.764553336 0.740178127 0.732361693 0.624457627 0.648446522 0.709184843
##  [4603] 0.344635941 0.301235349 0.260534886 0.185870724 0.432341840 0.385748550
##  [4609] 0.416606401 0.036610083 0.066384084 0.461503620 0.504954052 0.488898145
##  [4615] 0.376323879 0.151936919 0.177412076 0.183680027 0.438018619 0.473931871
##  [4621] 0.671700684 0.682155328 0.668481211 0.384150850 0.466124619 0.492384345
##  [4627] 0.379566060 0.457540444 0.383169632 0.336664465 0.263160462 0.308186747
##  [4633] 0.049359314 0.410475928 0.440534573 0.383636330 0.162827006 0.130377768
##  [4639] 0.451622753 0.480067596 0.415581647 0.733075501 0.768040481 0.779053140
##  [4645] 0.448788770 0.715173358 0.684920942 0.664359820 0.483203476 0.495508901
##  [4651] 0.574991962 0.700415034 0.541833971 0.049354605 0.085728166 0.042538363
##  [4657] 0.732204425 0.659226269 0.533235474 0.632023075 0.728727825 0.784450729
##  [4663] 0.877153633 0.832652361 0.793066132 0.738674748 0.712541677 0.691441232
##  [4669] 0.839471403 0.733714746 0.666368825 0.702906062 0.572538773 0.751527973
##  [4675] 0.923077818 0.988381681 0.897925959 1.101482539 0.896704919 1.139772455
##  [4681] 0.491970122 0.575986260 0.516549992 1.139171314 1.307073894 1.085563449
##  [4687] 0.032262678 0.078296337 0.346944493 0.415889025 0.316456143 0.060835889
##  [4693] 0.045578563 0.048850133 0.430778839 0.380222621 0.384270054 0.541611230
##  [4699] 0.774042388 0.618766157 0.083928580 0.091178974 0.118944858 0.602827720
##  [4705] 0.786334357 0.623855487 0.441860775 0.379047853 0.449087222 0.618911847
##  [4711] 0.695619943 0.765595584 0.096284473 0.081643086 0.038398187 0.864608308
##  [4717] 0.988165412 0.912856286 0.706480559 0.479737705 0.680005992 0.783871350
##  [4723] 0.762514961 0.749151994 0.489462975 0.514732518 0.573383829 0.243195394
##  [4729] 0.183129162 0.157000589 0.058463206 0.298719849 0.263534709 0.285373558
##  [4735] 0.149024330 0.201766877 0.363532468 0.411497725 0.407981367 0.349350443
##  [4741] 0.040429178 0.079787233 0.087733487 0.378663056 0.428300730 0.537631734
##  [4747] 0.547460919 0.535409920 0.249499037 0.336353853 0.361644418 0.295408517
##  [4753] 0.365354223 0.307724686 0.200960679 0.152466447 0.177452548 0.093037738
##  [4759] 0.339689668 0.367505083 0.293100302 0.234635510 0.111668075 0.414234521
##  [4765] 0.416689519 0.324356631 0.601713647 0.633008705 0.646263766 0.465788475
##  [4771] 0.582637281 0.551825032 0.528829020 0.426061757 0.429362218 0.440669815
##  [4777] 0.564769779 0.406373367 0.184304603 0.111513973 0.138881125 0.616335097
##  [4783] 0.524784073 0.397516033 0.496719119 0.614164290 0.681563532 0.878984088
##  [4789] 0.846331134 0.803578182 0.645098686 0.615978207 0.594019503 0.709616555
##  [4795] 0.605556790 0.537445478 0.730861013 0.557168899 0.769126703 0.793395481
##  [4801] 0.860753771 0.762274169 0.976946957 0.769929776 1.013189187 0.366450743
##  [4807] 0.447096965 0.393632038 1.082635373 1.219745406 0.973062333 0.067941729
##  [4813] 0.330574274 0.391635974 0.297046754 0.091432991 0.051791180 0.081078829
##  [4819] 0.399402747 0.349006000 0.354676774 0.509389182 0.741822413 0.586784051
##  [4825] 0.051668894 0.062661153 0.150929446 0.573763542 0.760794972 0.593715715
##  [4831] 0.415893034 0.350288114 0.419294964 0.592098637 0.666719304 0.734116860
##  [4837] 0.068539246 0.080391148 0.070280133 0.851637226 0.975932950 0.903079566
##  [4843] 0.679258345 0.466650767 0.653280226 0.772062221 0.751473505 0.736929590
##  [4849] 0.466290228 0.485533936 0.547485954 0.212319936 0.150923665 0.126876489
##  [4855] 0.057745109 0.269393772 0.231362348 0.254811662 0.179359895 0.229464662
##  [4861] 0.332491913 0.380821791 0.379001516 0.331232443 0.059657739 0.094758363
##  [4867] 0.101994602 0.353547652 0.405316362 0.515721167 0.524681163 0.514633452
##  [4873] 0.227816352 0.319420419 0.343710979 0.266714419 0.335003155 0.280415311
##  [4879] 0.176858861 0.121180076 0.161909753 0.123363104 0.312873034 0.340045121
##  [4885] 0.263406632 0.266698472 0.141177441 0.393021813 0.390518355 0.294345203
##  [4891] 0.571393316 0.604986766 0.616560042 0.455701309 0.552796264 0.522260704
##  [4897] 0.501649661 0.400934412 0.402623511 0.411921371 0.539989067 0.379087326
##  [4903] 0.210357750 0.143734415 0.160196092 0.584078841 0.496146980 0.371006574
##  [4909] 0.472934955 0.581901617 0.649685134 0.863059560 0.833042758 0.789755746
##  [4915] 0.613987473 0.584622668 0.562611166 0.678854199 0.574358209 0.506387518
##  [4921] 0.721244211 0.539172862 0.756996549 0.762606870 0.829518867 0.735357858
##  [4927] 0.945259609 0.738523105 0.981795795 0.334673370 0.415982194 0.361603727
##  [4933] 1.055700308 1.188876377 0.940801143 0.388586554 0.435567628 0.351336213
##  [4939] 0.105281962 0.117310578 0.109492488 0.381322840 0.330232031 0.325293220
##  [4945] 0.510087872 0.741156308 0.592547926 0.080041423 0.055050195 0.178791111
##  [4951] 0.540180529 0.714729627 0.565400494 0.372018854 0.316989858 0.390235812
##  [4957] 0.550069014 0.632080970 0.745141317 0.118668054 0.148279036 0.107951961
##  [4963] 0.911701372 1.036618008 0.966043066 0.712663225 0.401752796 0.688445418
##  [4969] 0.833387852 0.813528566 0.797910272 0.415153122 0.453025189 0.502854315
##  [4975] 0.235875367 0.162852542 0.160705511 0.025089390 0.240141080 0.228619182
##  [4981] 0.233149156 0.216338543 0.274075357 0.351132726 0.401141522 0.408229322
##  [4987] 0.386985137 0.060915809 0.064518510 0.067403098 0.395828759 0.451952749
##  [4993] 0.461923842 0.472579358 0.458808083 0.174873994 0.258264140 0.283814541
##  [4999] 0.299416644 0.358149287 0.317730842 0.130990632 0.148565744 0.099360122
##  [5005] 0.162777220 0.351054271 0.375668866 0.291809146 0.275466281 0.140119036
##  [5011] 0.443255026 0.429432251 0.320290145 0.544231002 0.567050631 0.585822910
##  [5017] 0.519122122 0.523060254 0.491280915 0.461143663 0.442589807 0.439684158
##  [5023] 0.377942720 0.492396133 0.339708622 0.259059084 0.162811429 0.216889430
##  [5029] 0.579292022 0.461109938 0.329098960 0.423140406 0.578564500 0.656602422
##  [5035] 0.919636992 0.892795371 0.848989121 0.628837651 0.597632336 0.575305443
##  [5041] 0.654006551 0.553243021 0.484594315 0.784519364 0.593724390 0.818036527
##  [5047] 0.737651662 0.807692608 0.693310864 0.927422251 0.718461979 0.960973303
##  [5053] 0.321898306 0.395457175 0.352104952 1.088923143 1.203606636 0.936568956
##  [5059] 0.134087539 0.048566308 0.398645707 0.305975854 0.377859979 0.452094234
##  [5065] 0.424102256 0.469320246 0.441497293 0.637246357 0.475646235 0.310449526
##  [5071] 0.342870790 0.410513022 0.653674022 0.882008339 0.645171549 0.572759008
##  [5077] 0.481682650 0.512170465 0.710231509 0.738408958 0.574044928 0.269949466
##  [5083] 0.271150710 0.362403486 0.523450107 0.648766485 0.582778321 0.420450491
##  [5089] 0.724122740 0.389030480 0.446735979 0.428503066 0.410805150 0.646991534
##  [5095] 0.577096200 0.684636583 0.230334197 0.281734272 0.244284296 0.387014336
##  [5101] 0.418787929 0.318955008 0.387177472 0.402651420 0.400404857 0.255503467
##  [5107] 0.265498633 0.216971719 0.021814047 0.386442289 0.424505839 0.432053526
##  [5113] 0.128992327 0.125054065 0.702985426 0.702112065 0.712708355 0.468041267
##  [5119] 0.570336152 0.584945658 0.181013573 0.233953953 0.155642819 0.417837127
##  [5125] 0.261366010 0.448746469 0.374044946 0.148496423 0.167175761 0.201403605
##  [5131] 0.528433076 0.447006519 0.094302090 0.165202148 0.212565118 0.621228292
##  [5137] 0.701191012 0.676039507 0.148429848 0.618146845 0.599234821 0.626539585
##  [5143] 0.153619484 0.182662429 0.527635927 0.692752817 0.525969360 0.374896743
##  [5149] 0.422427672 0.325057750 0.524879345 0.596955057 0.530283225 0.646188983
##  [5155] 0.516146782 0.521343852 0.532509028 0.504382388 0.460426467 0.452768165
##  [5161] 0.438114755 0.422357905 0.700665128 0.595038826 0.544588207 0.403759025
##  [5167] 0.211081679 0.430964424 0.774682788 0.819089177 0.837343863 0.905054156
##  [5173] 0.729126580 0.953924533 0.392475023 0.473480476 0.393388038 0.779474998
##  [5179] 0.982145722 0.834247943 0.120882471 0.474414493 0.383062524 0.456138419
##  [5185] 0.376201000 0.361430605 0.414582663 0.326246882 0.507091522 0.348311618
##  [5191] 0.356134322 0.382375362 0.502973258 0.568398199 0.800588789 0.551161791
##  [5197] 0.522048558 0.431686682 0.443403730 0.634904427 0.646140293 0.440047573
##  [5203] 0.323521252 0.353682993 0.440710157 0.521174675 0.646222710 0.599756081
##  [5209] 0.300318893 0.707176010 0.270856811 0.458152986 0.447281409 0.422015526
##  [5215] 0.599678954 0.501364087 0.617721207 0.217671756 0.290396942 0.275149868
##  [5221] 0.441516485 0.386933340 0.290124852 0.355645422 0.503943750 0.512867309
##  [5227] 0.174115562 0.161021002 0.105787272 0.113445376 0.451214125 0.485112982
##  [5233] 0.491706425 0.040910891 0.027040185 0.654706142 0.649835907 0.668423744
##  [5239] 0.464951787 0.560437806 0.569161406 0.147819201 0.149691415 0.122551724
##  [5245] 0.423547116 0.288826119 0.469725121 0.465720611 0.090815734 0.080571158
##  [5251] 0.164416282 0.625902342 0.525372649 0.053709805 0.038515382 0.153487820
##  [5257] 0.528124814 0.618720860 0.582881290 0.234055235 0.530277958 0.516618348
##  [5263] 0.558979067 0.019765341 0.053103768 0.465692050 0.631270382 0.476293154
##  [5269] 0.486588761 0.509918153 0.430948245 0.406507158 0.522892446 0.485026333
##  [5275] 0.595897871 0.396645721 0.390155693 0.507338631 0.500751574 0.455217137
##  [5281] 0.319417729 0.306442293 0.291989390 0.595252747 0.494522970 0.453252904
##  [5287] 0.435619408 0.188731803 0.441175376 0.664188875 0.702168045 0.750963685
##  [5293] 0.780850444 0.614707686 0.831290161 0.329225188 0.396409054 0.319514511
##  [5299] 0.671544087 0.852916767 0.702043206 0.371347124 0.278300597 0.351447924
##  [5305] 0.405563241 0.376392506 0.421025684 0.404317835 0.608231285 0.444878785
##  [5311] 0.271927672 0.303161762 0.391047975 0.607701753 0.835158224 0.600714106
##  [5317] 0.524243555 0.433213599 0.464672883 0.662940333 0.693386759 0.552972940
##  [5323] 0.233050022 0.245456024 0.335866767 0.564182885 0.689960342 0.627026507
##  [5329] 0.419774380 0.676996885 0.389540834 0.489498938 0.472345355 0.453291227
##  [5335] 0.598425738 0.530103901 0.636692532 0.181886932 0.235473279 0.201049039
##  [5341] 0.351965545 0.370307819 0.270409089 0.338667414 0.388095232 0.393337750
##  [5347] 0.212275331 0.227638440 0.183576024 0.037140056 0.354811318 0.391754004
##  [5353] 0.399041052 0.101588305 0.122056117 0.654419505 0.653577858 0.664162822
##  [5359] 0.421703655 0.523595614 0.537681303 0.133543802 0.192057441 0.109320537
##  [5365] 0.372354693 0.217785158 0.405942522 0.353940585 0.107440355 0.130727036
##  [5371] 0.153732961 0.512158545 0.421134374 0.100188820 0.143130780 0.167027918
##  [5377] 0.576669699 0.654727855 0.631330279 0.196893288 0.572670852 0.553026914
##  [5383] 0.578714970 0.138263145 0.160679351 0.479604178 0.644498053 0.477459655
##  [5389] 0.367184937 0.400536602 0.313040491 0.488418794 0.549742078 0.481720206
##  [5395] 0.597642660 0.480281866 0.494086136 0.568397695 0.544751567 0.500210440
##  [5401] 0.429681003 0.412060834 0.394835535 0.658730546 0.552187382 0.499981757
##  [5407] 0.449316357 0.242547318 0.473420499 0.734105328 0.780847002 0.791196460
##  [5413] 0.870433082 0.690092044 0.918262426 0.344946859 0.426994411 0.346950805
##  [5419] 0.787107493 0.973469461 0.807451362 0.093077769 0.021961942 0.481449949
##  [5425] 0.430466158 0.429233436 0.599128248 0.831490917 0.677594624 0.141825029
##  [5431] 0.140672382 0.074055355 0.645210528 0.818658461 0.669506601 0.476927504
##  [5437] 0.421723869 0.494261587 0.655064445 0.737252644 0.825498960 0.157083749
##  [5443] 0.127563787 0.036573747 0.910397860 1.032773035 0.954203366 0.766637643
##  [5449] 0.486603430 0.739910751 0.828287595 0.805949605 0.794200194 0.517583520
##  [5455] 0.557839918 0.607423069 0.303657817 0.241270186 0.217726125 0.080244683
##  [5461] 0.343686410 0.319001108 0.334012050 0.114149697 0.175113333 0.423896774
##  [5467] 0.472090549 0.468777026 0.402815815 0.044771040 0.061226368 0.067432097
##  [5473] 0.437826815 0.485846130 0.562524075 0.574249815 0.557801418 0.278254684
##  [5479] 0.353252725 0.380078140 0.356179230 0.426070696 0.368101095 0.236255068
##  [5485] 0.212606201 0.197941655 0.066962668 0.399830603 0.427894816 0.353927400
##  [5491] 0.176960987 0.051184790 0.470322862 0.476431362 0.385148912 0.648021349
##  [5497] 0.672331608 0.690458477 0.509182249 0.627441983 0.595875645 0.566349934
##  [5503] 0.485166022 0.489391368 0.482881693 0.596128477 0.444990583 0.164567763
##  [5509] 0.057845284 0.137788427 0.672391994 0.566242871 0.434292781 0.526184760
##  [5515] 0.670664952 0.740695078 0.928484444 0.892567961 0.850583471 0.705412889
##  [5521] 0.676044319 0.654021628 0.757249970 0.655056099 0.586546980 0.772424373
##  [5527] 0.609672982 0.814004703 0.840999070 0.910044011 0.798217992 1.028236147
##  [5533] 0.820059225 1.063042388 0.419121466 0.496687244 0.447609582 1.142578062
##  [5539] 1.280248489 1.029613730 0.073368974 0.436669884 0.387240901 0.397739734
##  [5545] 0.534541308 0.766328400 0.607871917 0.089823245 0.111466804 0.127407457
##  [5551] 0.617343895 0.809016978 0.634777414 0.464072771 0.395002934 0.461662464
##  [5557] 0.639107142 0.710484040 0.750534128 0.080338816 0.036475672 0.057818027
##  [5563] 0.820929572 0.944133701 0.868018320 0.677908142 0.518056570 0.650500110
##  [5569] 0.739738611 0.718108739 0.705199807 0.516481348 0.529018568 0.595539080
##  [5575] 0.228291559 0.179585128 0.142008060 0.101443699 0.313466309 0.263894021
##  [5581] 0.296019532 0.145393025 0.187432363 0.347773998 0.393759654 0.384649196
##  [5587] 0.309787470 0.085593261 0.124987434 0.132976071 0.347415707 0.393623378
##  [5593] 0.566488077 0.575034698 0.565815746 0.278992885 0.371211078 0.395473114
##  [5599] 0.272366945 0.346695683 0.281240831 0.227194686 0.142555589 0.213513768
##  [5605] 0.092724053 0.311849432 0.340772700 0.272972467 0.250568951 0.143042036
##  [5611] 0.377451249 0.387046812 0.304888818 0.611991310 0.650338689 0.658688642
##  [5617] 0.421238816 0.594706911 0.564884201 0.548332151 0.394554202 0.400728577
##  [5623] 0.456449144 0.589036941 0.425894246 0.165901776 0.128844482 0.111452439
##  [5629] 0.612126358 0.540665576 0.418734306 0.522757024 0.609051247 0.669529478
##  [5635] 0.836889424 0.802805355 0.760331667 0.628320311 0.600555414 0.578962125
##  [5641] 0.717863921 0.611874954 0.544655124 0.686024775 0.516882086 0.725127616
##  [5647] 0.801409214 0.866472195 0.782105451 0.979702319 0.774780639 1.017854104
##  [5653] 0.370047101 0.454322744 0.394755725 1.053018339 1.201043527 0.966928705
##  [5659] 0.477852896 0.427089171 0.428750619 0.590458907 0.822890753 0.667507431
##  [5665] 0.132703435 0.136752673 0.071846740 0.646200003 0.824181570 0.668856537
##  [5671] 0.481039064 0.422359697 0.493741985 0.658898421 0.738654045 0.813880108
##  [5677] 0.142760839 0.106723947 0.015582473 0.888646229 1.010936465 0.932253931
##  [5683] 0.749826102 0.500331659 0.722760565 0.806453082 0.784067965 0.772407062
##  [5689] 0.524490311 0.558414148 0.612107017 0.291105096 0.231978795 0.204513926
##  [5695] 0.084743158 0.343063679 0.312040837 0.331439470 0.106920900 0.165084142
##  [5701] 0.411483334 0.459058884 0.453738171 0.382449337 0.049654274 0.077052601
##  [5707] 0.084159487 0.420079899 0.466957707 0.570666659 0.581719046 0.566815453
##  [5713] 0.284313628 0.363686703 0.390095444 0.341095832 0.412622725 0.351900744
##  [5719] 0.239553832 0.200842442 0.206317106 0.053921000 0.383204159 0.411653013
##  [5725] 0.339811285 0.185894789 0.069706238 0.450763432 0.459219807 0.371331591
##  [5731] 0.647011531 0.674776802 0.690572596 0.487333654 0.627210564 0.596008511
##  [5737] 0.569517985 0.467326466 0.472524920 0.483818730 0.601882270 0.447531174
##  [5743] 0.151842994 0.062663886 0.119401075 0.665045580 0.567619159 0.437617021
##  [5749] 0.532594867 0.662936863 0.730222266 0.907125856 0.870852882 0.828940647
##  [5755] 0.693023736 0.664157793 0.642254761 0.755557331 0.652251191 0.583946181
##  [5761] 0.750484041 0.588935143 0.792198803 0.839347874 0.907432987 0.802226323
##  [5767] 1.024405121 0.816922612 1.060116738 0.414212646 0.493748128 0.441820063
##  [5773] 1.125394827 1.267336746 1.021855023 0.051096016 0.082106721 0.172592107
##  [5779] 0.378357231 0.261734873 0.349250935 0.341261104 0.549440308 0.202831483
##  [5785] 0.430024696 0.204375132 0.168252953 0.104284959 0.070000324 0.259877103
##  [5791] 0.291760077 0.419027408 0.360216210 0.437463760 0.469171571 0.884093129
##  [5797] 1.005658252 0.970258708 0.502072986 0.396894160 0.492812212 0.828965863
##  [5803] 0.820533467 0.793526659 0.243366734 0.125955663 0.241961502 0.246755773
##  [5809] 0.259771433 0.308464073 0.404450081 0.147084223 0.175290953 0.148180306
##  [5815] 0.578449517 0.624061789 0.203355953 0.220835202 0.274002935 0.433518036
##  [5821] 0.437443175 0.444659058 0.445798237 0.347067994 0.403234183 0.293467716
##  [5827] 0.283991596 0.311879401 0.256027810 0.294661512 0.285743737 0.272363357
##  [5833] 0.227640776 0.296501690 0.264107139 0.300456613 0.326024098 0.522616435
##  [5839] 0.307729096 0.300157429 0.252758620 0.656412475 0.521340777 0.423650298
##  [5845] 0.341041745 0.239821711 0.180410192 0.249165431 0.232373570 0.593721799
##  [5851] 0.170110263 0.147736387 0.183433752 0.364975696 0.334402753 0.099659493
##  [5857] 0.257814632 0.133578065 0.601826006 0.538727731 0.543893332 0.213848347
##  [5863] 0.146976182 0.150597303 0.235424651 0.217179873 0.322660890 0.854365019
##  [5869] 0.863520664 0.818646681 0.332630732 0.298138547 0.278740315 0.281753713
##  [5875] 0.175228171 0.108371651 0.811351201 0.559968065 0.811927598 0.364998448
##  [5881] 0.430188517 0.385785783 0.546786861 0.339150939 0.582413432 0.068630302
##  [5887] 0.021457765 0.058728352 0.841613108 0.871737785 0.563221853 0.056739666
##  [5893] 0.208825028 0.424831437 0.298731778 0.299207744 0.290415967 0.498747586
##  [5899] 0.240945592 0.460657267 0.249558239 0.162503459 0.078170987 0.088716899
##  [5905] 0.287177699 0.332618771 0.457376225 0.311822822 0.389372352 0.418598342
##  [5911] 0.877612537 1.000795232 0.960285419 0.518486171 0.376363728 0.506264612
##  [5917] 0.818657094 0.808573741 0.782750863 0.240495742 0.156581112 0.260818197
##  [5923] 0.207635541 0.212136631 0.262333996 0.353357920 0.098155799 0.129042062
##  [5929] 0.097100961 0.528226153 0.574670478 0.187640527 0.215936625 0.264794399
##  [5935] 0.406769261 0.386405014 0.393616762 0.394809362 0.328647044 0.388320941
##  [5941] 0.294446082 0.288586528 0.309820398 0.210062911 0.259861440 0.254789920
##  [5947] 0.243093177 0.211915907 0.269188466 0.214242867 0.253213146 0.276774906
##  [5953] 0.472317206 0.285109642 0.282292843 0.222715311 0.605323113 0.470244812
##  [5959] 0.405410095 0.328816864 0.215428733 0.226108994 0.283278241 0.275785392
##  [5965] 0.569047348 0.212119548 0.185793902 0.202489960 0.352506086 0.324705218
##  [5971] 0.104888905 0.271149431 0.119176619 0.552771872 0.487805736 0.495364406
##  [5977] 0.259923094 0.174661301 0.132118305 0.235444485 0.262057720 0.361605025
##  [5983] 0.852891391 0.857044286 0.811783165 0.362701477 0.328054308 0.307301534
##  [5989] 0.330623041 0.225354286 0.157522795 0.796638312 0.548793568 0.801631680
##  [5995] 0.414193728 0.480536480 0.420508147 0.597784338 0.389833887 0.633039053
##  [6001] 0.032373107 0.067103808 0.051577236 0.868581068 0.913594122 0.612511890
##  [6007] 0.254221738 0.457535076 0.343665199 0.307980627 0.293091771 0.500506441
##  [6013] 0.219613544 0.425161522 0.240274638 0.107496703 0.022761218 0.065032825
##  [6019] 0.250906978 0.312769309 0.501130531 0.327539937 0.404931468 0.422077954
##  [6025] 0.932611446 1.056147304 1.014160730 0.574033405 0.320878619 0.562371406
##  [6031] 0.872520392 0.861842670 0.836482804 0.185342949 0.131297038 0.217501943
##  [6037] 0.244868287 0.232946927 0.285653434 0.349714008 0.085686940 0.158168026
##  [6043] 0.102828213 0.533288948 0.583761841 0.241826559 0.272258220 0.320137851
##  [6049] 0.453052866 0.384496198 0.385995052 0.386038570 0.380430732 0.441296521
##  [6055] 0.240127376 0.235774836 0.254459713 0.180898510 0.212556168 0.204163133
##  [6061] 0.289299376 0.265806573 0.316418554 0.198986545 0.273851553 0.257160113
##  [6067] 0.477303466 0.335109570 0.334675841 0.268719398 0.599983987 0.464632823
##  [6073] 0.456843230 0.383021213 0.265367558 0.218937808 0.254915261 0.261994754
##  [6079] 0.616021206 0.198467565 0.167589984 0.161470037 0.406525867 0.379664816
##  [6085] 0.061832826 0.223492437 0.062726413 0.563414466 0.487076724 0.508392474
##  [6091] 0.294031393 0.144153036 0.075446593 0.181333071 0.298108388 0.404767350
##  [6097] 0.908978708 0.912056138 0.866718955 0.412664788 0.378040933 0.357989055
##  [6103] 0.328976012 0.231618018 0.163626835 0.848776622 0.602700234 0.855514418
##  [6109] 0.412491343 0.483638756 0.390268433 0.605996064 0.396135140 0.637134711
##  [6115] 0.086740352 0.084035906 0.107802912 0.920606656 0.953271178 0.637420255
##  [6121] 0.232433759 0.089929440 0.457857553 0.460970715 0.658671252 0.281687485
##  [6127] 0.506539240 0.247385892 0.333246592 0.276690993 0.229233145 0.363619652
##  [6133] 0.339919140 0.248563015 0.454210088 0.524378073 0.578828972 0.780229891
##  [6139] 0.895330368 0.875161349 0.350550455 0.566698785 0.348048732 0.737632560
##  [6145] 0.734533721 0.704502926 0.402016718 0.249645983 0.368147085 0.309411822
##  [6151] 0.358486066 0.393050163 0.529952434 0.303307379 0.281670698 0.291653411
##  [6157] 0.679853528 0.714887342 0.201953368 0.176684457 0.225426732 0.419944374
##  [6163] 0.558389475 0.574522622 0.577386473 0.314359606 0.350221643 0.445323469
##  [6169] 0.431373100 0.466804770 0.417008111 0.466389037 0.458268713 0.293153708
##  [6175] 0.216096964 0.305002345 0.412529716 0.392214855 0.476169112 0.626624032
##  [6181] 0.297158204 0.274568281 0.281053405 0.775845200 0.645088756 0.379911927
##  [6187] 0.287860547 0.252541363 0.228255636 0.333264089 0.278507861 0.560301008
##  [6193] 0.242063382 0.243467406 0.317095220 0.308744850 0.273797163 0.263216277
##  [6199] 0.392995559 0.304463160 0.690037901 0.653121091 0.629433467 0.084445958
##  [6205] 0.271007924 0.322229584 0.391372668 0.077671881 0.153082098 0.737175959
##  [6211] 0.760036798 0.717222796 0.162608631 0.129014102 0.112473989 0.272542780
##  [6217] 0.182372695 0.169068615 0.734421708 0.481180882 0.720959347 0.338120240
##  [6223] 0.377731145 0.450320896 0.467466707 0.288789557 0.514212328 0.199457861
##  [6229] 0.177501401 0.166241995 0.671729235 0.706052196 0.432390007 0.164416428
##  [6235] 0.690289212 0.692915866 0.890960833 0.371618094 0.531579312 0.317803291
##  [6241] 0.505520332 0.477643478 0.411037126 0.453252852 0.371833020 0.127813496
##  [6247] 0.686060467 0.754865099 0.811220643 0.852697777 0.950870303 0.956379043
##  [6253] 0.374754997 0.735712826 0.392030422 0.831841461 0.836446737 0.804124265
##  [6259] 0.555871863 0.394838417 0.483171485 0.539636812 0.590914848 0.624505381
##  [6265] 0.761557011 0.522913275 0.513396525 0.516517756 0.911465894 0.944730260
##  [6271] 0.425772267 0.389342107 0.425088381 0.615515421 0.790515489 0.805669670
##  [6277] 0.808249629 0.508965077 0.525122565 0.583394577 0.564161078 0.607792454
##  [6283] 0.634197067 0.665569895 0.651703174 0.514761050 0.434855183 0.521388650
##  [6289] 0.637293357 0.624273334 0.700599787 0.858635898 0.506114876 0.478795615
##  [6295] 0.505652506 1.008257443 0.877157407 0.558377998 0.472491789 0.475027285
##  [6301] 0.315585465 0.409338102 0.335043269 0.730985040 0.344394822 0.366846883
##  [6307] 0.452087608 0.487446060 0.455378359 0.442888289 0.514528634 0.492053280
##  [6313] 0.919512303 0.885553447 0.858801106 0.164908401 0.409105535 0.510986308
##  [6319] 0.542072491 0.163520545 0.117769984 0.789338413 0.834336334 0.797569483
##  [6325] 0.196858452 0.201432617 0.215152362 0.265717710 0.265607833 0.311837567
##  [6331] 0.848372965 0.613541886 0.816746997 0.271790520 0.257940906 0.470672697
##  [6337] 0.288489620 0.212737358 0.343494512 0.423491835 0.373510706 0.391258699
##  [6343] 0.565986924 0.503101894 0.202164739 0.535775800 0.541771303 0.733908849
##  [6349] 0.341335035 0.552061360 0.297799468 0.418303641 0.366005189 0.314752966
##  [6355] 0.426475356 0.382180972 0.158753694 0.528033353 0.594389242 0.655127476
##  [6361] 0.750068872 0.859336743 0.849402368 0.292758700 0.652835035 0.297496517
##  [6367] 0.716410475 0.716771740 0.685410771 0.483822130 0.325901286 0.438956260
##  [6373] 0.379804632 0.436356958 0.465894538 0.611354213 0.392627269 0.364144411
##  [6379] 0.379727744 0.752290058 0.783253313 0.263159516 0.225064656 0.261375114
##  [6385] 0.453843010 0.638236926 0.656652277 0.659949925 0.346787044 0.368401058
##  [6391] 0.523839036 0.508342485 0.546299324 0.506388088 0.556054696 0.547449832
##  [6397] 0.350994330 0.270972021 0.357023717 0.500094524 0.467132767 0.563656186
##  [6403] 0.700543534 0.341865653 0.314880399 0.342693951 0.853393526 0.724914929
##  [6409] 0.400945757 0.312211896 0.311637669 0.283470393 0.390580073 0.326062446
##  [6415] 0.577811285 0.303765967 0.312513886 0.392434423 0.329004693 0.295625222
##  [6421] 0.348869344 0.466239544 0.392122134 0.757773895 0.730046068 0.697077683
##  [6427] 0.091300657 0.345881413 0.410218931 0.472289938 0.078933239 0.064446900
##  [6433] 0.698505653 0.730448290 0.689756565 0.087859383 0.063590405 0.063140120
##  [6439] 0.295587379 0.231092148 0.240152596 0.722308716 0.475510843 0.700288501
##  [6445] 0.343764656 0.365113024 0.492794976 0.433123779 0.286540706 0.484592094
##  [6451] 0.288396869 0.265052585 0.255192766 0.588489333 0.617326959 0.366128994
##  [6457] 0.034273741 0.202409023 0.527565327 0.720435553 0.545603504 0.375740286
##  [6463] 0.305212509 0.372047779 0.549835055 0.620695052 0.684079237 0.042252870
##  [6469] 0.103036940 0.121811906 0.833897332 0.959134842 0.890512313 0.637174063
##  [6475] 0.448878382 0.612146247 0.756500345 0.737262892 0.720798302 0.430932726
##  [6481] 0.439239219 0.506947998 0.164358677 0.099524599 0.082651770 0.086239064
##  [6487] 0.223650199 0.179823416 0.206579324 0.229254239 0.276249822 0.283658172
##  [6493] 0.332659851 0.334318689 0.307913812 0.104445658 0.131771055 0.137555413
##  [6499] 0.316697379 0.372104159 0.482343376 0.489732791 0.483249793 0.198363727
##  [6505] 0.296790398 0.318893723 0.223327738 0.287643588 0.239855091 0.144255625
##  [6511] 0.073290013 0.147782186 0.173575790 0.273000954 0.298644231 0.217838955
##  [6517] 0.318046808 0.190063399 0.363218083 0.351335096 0.247883769 0.522983677
##  [6523] 0.560576290 0.569189257 0.444860071 0.505250765 0.475246874 0.458958880
##  [6529] 0.363696311 0.362266752 0.366634344 0.501450940 0.336674242 0.255459148
##  [6535] 0.195329257 0.201015281 0.532410226 0.450845143 0.330101528 0.436448827
##  [6541] 0.530241890 0.598879140 0.840324734 0.814821907 0.770762977 0.564704898
##  [6547] 0.534876706 0.512771141 0.629610951 0.524413065 0.456726909 0.709514878
##  [6553] 0.514068896 0.740948954 0.713285828 0.779434946 0.692675297 0.894424724
##  [6559] 0.688173353 0.931429390 0.283827628 0.366294818 0.310289136 1.013739720
##  [6565] 1.139883513 0.889152361 0.208540166 0.511740320 0.698322125 0.532764263
##  [6571] 0.353373894 0.288048108 0.357923146 0.529440192 0.604594909 0.692961439
##  [6577] 0.076467908 0.131592787 0.129102774 0.866232514 0.991632872 0.923833199
##  [6583] 0.657650647 0.415990833 0.633526650 0.789340145 0.770364363 0.753542570
##  [6589] 0.405031977 0.423602855 0.484953822 0.180852032 0.108535977 0.107249411
##  [6595] 0.069817797 0.207548647 0.179543166 0.194717896 0.240198178 0.291905198
##  [6601] 0.296796682 0.346669971 0.353179146 0.339523968 0.097859623 0.115909785
##  [6607] 0.120222733 0.342320708 0.399551155 0.455289942 0.463617567 0.455125488
##  [6613] 0.168705022 0.264899007 0.287755745 0.244605123 0.303318011 0.263459420
##  [6619] 0.115930768 0.094103859 0.113683904 0.184215469 0.296823370 0.321011244
##  [6625] 0.236771800 0.317192783 0.184279756 0.392318959 0.375145977 0.265266799
##  [6631] 0.510706182 0.542470236 0.555086057 0.478630222 0.491473444 0.460646949
##  [6637] 0.438991964 0.388811434 0.385106617 0.349685449 0.477820042 0.316430531
##  [6643] 0.273015527 0.197543838 0.222169873 0.532601346 0.433862225 0.308391289
##  [6649] 0.411298134 0.531230858 0.605538122 0.871294483 0.847053111 0.802829678
##  [6655] 0.575617128 0.544802127 0.522524469 0.618926733 0.515508016 0.447193573
##  [6661] 0.743022499 0.544592649 0.773699364 0.702717466 0.770683464 0.672696705
##  [6667] 0.887974313 0.680239523 0.923403608 0.278452685 0.357007557 0.307053284
##  [6673] 1.033882182 1.150711528 0.890002097 0.717635700 0.892711254 0.740657536
##  [6679] 0.550755785 0.493863595 0.565512460 0.728844755 0.809952778 0.877756744
##  [6685] 0.206013339 0.150212073 0.080649995 0.905035219 1.024756735 0.941072832
##  [6691] 0.800974679 0.555362646 0.772773619 0.820968001 0.797097795 0.788206658
##  [6697] 0.591558216 0.629964268 0.681386975 0.355046230 0.300602006 0.268332965
##  [6703] 0.153702951 0.414822604 0.382230384 0.403252457 0.043294955 0.105969502
##  [6709] 0.474923857 0.521148737 0.511359691 0.418424683 0.117879547 0.132090151
##  [6715] 0.136813411 0.469389532 0.510872144 0.636170604 0.648099743 0.631071378
##  [6721] 0.352308088 0.425856999 0.452919160 0.399401590 0.474102402 0.407083913
##  [6727] 0.309718382 0.266914304 0.271776105 0.037258647 0.436786584 0.466195194
##  [6733] 0.400367034 0.123933552 0.070607533 0.491230917 0.510222707 0.432293254
##  [6739] 0.718843045 0.745591045 0.762251424 0.503430935 0.698949952 0.667673897
##  [6745] 0.639899439 0.515894844 0.524641470 0.555244048 0.670183610 0.518249714
##  [6751] 0.101717347 0.024844364 0.100342168 0.734455150 0.638904307 0.507870386
##  [6757] 0.600217591 0.732008753 0.796004971 0.930120740 0.888109487 0.847776193
##  [6763] 0.755699638 0.727793214 0.706136911 0.827399413 0.723978980 0.655715188
##  [6769] 0.760722745 0.619966994 0.807580545 0.911190263 0.979173809 0.872057073
##  [6775] 1.095815666 0.888561954 1.131786200 0.485381402 0.565476389 0.512528563
##  [6781] 1.174480536 1.328363194 1.090693726 0.232375432 0.054401905 0.184778374
##  [6787] 0.223871004 0.156616972 0.085619901 0.093166449 0.465498617 0.546537968
##  [6793] 0.624116158 0.640284570 1.057170222 1.174514495 1.149039308 0.629432733
##  [6799] 0.381553489 0.629003635 1.009349530 1.003660138 0.974976644 0.201996696
##  [6805] 0.088326156 0.112358322 0.447785587 0.449739931 0.501457183 0.565061609
##  [6811] 0.304381562 0.369185125 0.321978052 0.751672948 0.803096280 0.400781088
##  [6817] 0.407806153 0.463044937 0.634591333 0.600475821 0.597987803 0.597047209
##  [6823] 0.543235210 0.595092616 0.216509914 0.195848640 0.241214884 0.377920924
##  [6829] 0.358645719 0.336041725 0.474889858 0.424293958 0.498423220 0.410055345
##  [6835] 0.490966397 0.460884240 0.695819025 0.507413527 0.496677060 0.455457411
##  [6841] 0.811623552 0.677251440 0.618600626 0.531257585 0.441110501 0.058891658
##  [6847] 0.051945794 0.052127556 0.792917150 0.039875824 0.055343887 0.098445995
##  [6853] 0.554877829 0.521860816 0.162391855 0.144320827 0.203079575 0.782957635
##  [6859] 0.702937424 0.727980833 0.253218017 0.079506675 0.217316155 0.187018858
##  [6865] 0.264555020 0.379806496 1.017611089 1.036781249 0.993070949 0.428908797
##  [6871] 0.400172512 0.388847697 0.139798214 0.112621163 0.117342686 0.998664221
##  [6877] 0.744616052 0.992432328 0.213708199 0.291535897 0.183773524 0.420662523
##  [6883] 0.220366054 0.441370875 0.268413758 0.181403904 0.260982038 0.918376142
##  [6889] 0.868204551 0.502199704 0.259158687 0.344970471 0.420800573 0.371974331
##  [6895] 0.174327519 0.169904669 0.647902387 0.746465689 0.822034837 0.821297017
##  [6901] 1.286235965 1.401868597 1.379554770 0.844791569 0.422342120 0.848023900
##  [6907] 1.240432259 1.235286467 1.206323508 0.303480286 0.305096028 0.213497181
##  [6913] 0.667456162 0.656776072 0.709805683 0.739657216 0.500992481 0.582990240
##  [6919] 0.525581199 0.931067301 0.987745317 0.631587126 0.640142611 0.695356716
##  [6925] 0.863539041 0.775382411 0.763877578 0.761050443 0.774706872 0.827334811
##  [6931] 0.268857318 0.251715765 0.283321781 0.540403834 0.481036517 0.453449240
##  [6937] 0.701667231 0.655403794 0.726368016 0.585474756 0.697038560 0.622000027
##  [6943] 0.876956908 0.737413399 0.727979480 0.681696606 0.969518704 0.841403315
##  [6949] 0.850441814 0.763566046 0.669846041 0.278974794 0.181954825 0.228320856
##  [6955] 1.023381792 0.271273820 0.284333086 0.264300494 0.787214803 0.754236237
##  [6961] 0.363351966 0.222570698 0.384429830 0.970541906 0.874397493 0.920323050
##  [6967] 0.460760772 0.286020364 0.390350038 0.293375865 0.473147527 0.576751281
##  [6973] 1.243417316 1.265952088 1.222687291 0.639223830 0.614548821 0.606733615
##  [6979] 0.268007696 0.325063339 0.349104578 1.230864955 0.976708032 1.223563881
##  [6985] 0.273113583 0.332401027 0.061083197 0.441775556 0.323823616 0.432672893
##  [6991] 0.491037309 0.408716766 0.488752100 1.097413862 0.984030380 0.592274556
##  [6997] 0.226608105 0.249143221 0.175245028 0.136285847 0.095083168 0.414706895
##  [7003] 0.560896837 0.638563622 0.661863724 1.027339668 1.142711236 1.121360186
##  [7009] 0.589091273 0.433885352 0.590660815 0.982847532 0.978517995 0.949109772
##  [7015] 0.253213767 0.116179847 0.166760217 0.450698956 0.461661636 0.511738140
##  [7021] 0.589915007 0.325892524 0.378319517 0.339085313 0.772835706 0.821849281
##  [7027] 0.389846434 0.390245882 0.445381679 0.625269987 0.624765297 0.625358942
##  [7033] 0.625030042 0.529177037 0.577360957 0.270559313 0.250073173 0.295259976
##  [7039] 0.410365323 0.401393930 0.380310444 0.469993960 0.412283666 0.491668963
##  [7045] 0.437384367 0.502767332 0.491858505 0.716800382 0.497148745 0.483453595
##  [7051] 0.451487692 0.839468677 0.704305720 0.602858033 0.513219717 0.433775080
##  [7057] 0.024206265 0.094800735 0.031855948 0.780191457 0.043645986 0.076632456
##  [7063] 0.147577877 0.536360732 0.502393236 0.190355974 0.198706241 0.236703130
##  [7069] 0.800662430 0.727350474 0.744067322 0.207521345 0.117000341 0.252994682
##  [7075] 0.238362815 0.219437035 0.331663205 0.984337266 1.007093720 0.964014338
##  [7081] 0.385654020 0.358709000 0.349310293 0.093559880 0.066921006 0.100767735
##  [7087] 0.975803744 0.721506527 0.966048677 0.174401831 0.249547434 0.203497954
##  [7093] 0.377002175 0.171382781 0.402094360 0.272850594 0.184115901 0.258969968
##  [7099] 0.868239247 0.813803798 0.449309722 0.091474884 0.104014472 0.178177046
##  [7105] 0.269364166 0.569694683 0.403257638 0.477840595 0.477394990 1.039903840
##  [7111] 1.163246900 1.121656521 0.670314202 0.234834100 0.660915629 0.980016502
##  [7117] 0.969283525 0.943974639 0.078004605 0.115248047 0.131595308 0.344580554
##  [7123] 0.318847268 0.371672125 0.397090246 0.161538845 0.255583987 0.190231466
##  [7129] 0.587923000 0.643541902 0.349258476 0.378249781 0.427199197 0.557305138
##  [7135] 0.432923803 0.424935439 0.423002267 0.487634696 0.548735145 0.132668458
##  [7141] 0.129470756 0.147317016 0.200592664 0.174816193 0.154056106 0.394275762
##  [7147] 0.373283155 0.421801062 0.241535611 0.357517254 0.284092214 0.533207759
##  [7153] 0.441753167 0.442051336 0.373731334 0.636023710 0.503820535 0.563878083
##  [7159] 0.490483738 0.372163945 0.212992001 0.199427642 0.236268393 0.720357867
##  [7165] 0.184005146 0.152126328 0.091825321 0.514010139 0.486932056 0.070152689
##  [7171] 0.126888316 0.046805484 0.625869497 0.533697004 0.575354633 0.351719738
##  [7177] 0.109623983 0.046138485 0.074087923 0.358878541 0.474247115 1.015263912
##  [7183] 1.019342222 0.974035640 0.495771691 0.461814362 0.443630587 0.319954862
##  [7189] 0.248197085 0.193686117 0.955918715 0.710196355 0.963010879 0.397861256
##  [7195] 0.474944520 0.321301334 0.603281244 0.397521966 0.625894026 0.193817357
##  [7201] 0.157255184 0.211034064 1.004964574 1.008334631 0.666038641 0.075883539
##  [7207] 0.247309391 0.316572186 0.523227513 0.327404725 0.404208968 0.416427582
##  [7213] 0.950878560 1.074735993 1.031441908 0.596310348 0.298501168 0.584374594
##  [7219] 0.889830714 0.878697836 0.853701653 0.168197584 0.136126881 0.210073482
##  [7225] 0.254621050 0.235994762 0.289048326 0.341727794 0.081667130 0.166236338
##  [7231] 0.104818764 0.527824045 0.579745208 0.260053450 0.292294398 0.339074889
##  [7237] 0.466016530 0.376957550 0.376277868 0.375891067 0.396700062 0.458239457
##  [7243] 0.223703125 0.220906131 0.236739065 0.165062074 0.190581416 0.181592349
##  [7249] 0.302830050 0.283749315 0.330330382 0.188241862 0.276267747 0.243927152
##  [7255] 0.472002008 0.350443319 0.351431297 0.282278152 0.590377608 0.455316083
##  [7261] 0.472750340 0.400933330 0.280959884 0.228901151 0.255390280 0.268835418
##  [7267] 0.629079069 0.206334195 0.174320869 0.156543240 0.424265224 0.398184986
##  [7273] 0.061638986 0.212979996 0.044845475 0.560073689 0.479525023 0.506187082
##  [7279] 0.314768704 0.145862977 0.054529195 0.165498396 0.319190514 0.426837262
##  [7285] 0.928427773 0.930339876 0.884942883 0.435394129 0.400774925 0.380744424
##  [7291] 0.339750644 0.245876265 0.178952896 0.864823412 0.620167431 0.872845696
##  [7297] 0.422777366 0.495325439 0.388748143 0.619086238 0.409208886 0.648792868
##  [7303] 0.106518915 0.104456130 0.129648892 0.943367218 0.974533441 0.655410703
##  [7309] 0.198492876 0.249644321 0.467727842 0.390014231 0.467640401 0.486967084
##  [7315] 0.953732256 1.075496836 1.039294988 0.568758266 0.338087509 0.560635745
##  [7321] 0.897886436 0.889029351 0.862322565 0.175549704 0.069266080 0.174562665
##  [7327] 0.295802903 0.293216938 0.345161576 0.414701530 0.150692691 0.213760369
##  [7333] 0.165747914 0.598111152 0.648120700 0.269525891 0.290140838 0.342613451
##  [7339] 0.494496916 0.449520845 0.450631357 0.450525284 0.412712246 0.470436321
##  [7345] 0.224108464 0.214105627 0.243218168 0.240749915 0.254891525 0.240730057
##  [7351] 0.331200457 0.293967892 0.356854617 0.263095789 0.334423454 0.319734427
##  [7357] 0.542103703 0.371115865 0.365916139 0.310939932 0.664696856 0.529404689
##  [7363] 0.489531263 0.409013625 0.301909450 0.154062293 0.195770957 0.197269750
##  [7369] 0.656260988 0.133550408 0.103227621 0.115790766 0.432924953 0.403052531
##  [7375] 0.034117478 0.188493961 0.081054566 0.627492195 0.552105544 0.571916104
##  [7381] 0.252075469 0.086074702 0.099978536 0.166670988 0.258248148 0.371801242
##  [7387] 0.924363045 0.933156294 0.888217962 0.391762716 0.357837432 0.339802944
##  [7393] 0.264472348 0.170337225 0.104587478 0.878978261 0.628535338 0.880845423
##  [7399] 0.347813372 0.419695513 0.332731518 0.543204492 0.333325359 0.573193970
##  [7405] 0.119726098 0.054674079 0.123897014 0.900956378 0.911819995 0.583048023
##  [7411] 0.112214306 0.550504147 0.574209893 0.650467667 0.654903538 1.133298968
##  [7417] 1.252085189 1.223215160 0.713052646 0.325645711 0.711635155 1.082717160
##  [7423] 1.075817583 1.047847848 0.160051907 0.133925908 0.053418419 0.493359613
##  [7429] 0.483018054 0.535979558 0.575151335 0.328239249 0.408662975 0.351874477
##  [7435] 0.765713524 0.820678013 0.463103409 0.476351748 0.530977254 0.692237022
##  [7441] 0.610983991 0.602973997 0.600912036 0.606800642 0.661873539 0.153826525
##  [7447] 0.131870118 0.177405085 0.378462660 0.336152977 0.310292249 0.529405860
##  [7453] 0.487293417 0.554693308 0.419348165 0.523501784 0.461758846 0.710758878
##  [7459] 0.567416009 0.559897632 0.509237459 0.813265917 0.681727994 0.683232108
##  [7465] 0.598850986 0.498925264 0.144464690 0.045619990 0.119358277 0.853279100
##  [7471] 0.122876380 0.122222614 0.091016192 0.622724519 0.590872453 0.189078189
##  [7477] 0.080747279 0.213212943 0.802423398 0.711873505 0.750559572 0.338793899
##  [7483] 0.113326152 0.221430024 0.146104842 0.350068122 0.465404011 1.096470568
##  [7489] 1.112822284 1.068660028 0.513860384 0.484604382 0.472573947 0.203549386
##  [7495] 0.198179161 0.195401955 1.068705273 0.815658991 1.065727897 0.260931059
##  [7501] 0.338896272 0.143376038 0.467512997 0.283329729 0.479402762 0.318093811
##  [7507] 0.239028278 0.318262918 1.003691070 0.944921019 0.570431535 0.482473830
##  [7513] 0.639641169 0.717240437 0.732959891 1.120095729 1.234408310 1.214925949
##  [7519] 0.674929633 0.437856450 0.678478473 1.076849188 1.072878710 1.043301454
##  [7525] 0.268589540 0.181472872 0.163360959 0.538227186 0.542543570 0.594037862
##  [7531] 0.657035647 0.397390382 0.461366775 0.415131988 0.844363585 0.896107162
##  [7537] 0.483518738 0.485175649 0.540353584 0.718750884 0.692566773 0.689045329
##  [7543] 0.687853861 0.623730303 0.672382208 0.266024788 0.244067891 0.289465633
##  [7549] 0.467203628 0.438743420 0.414263858 0.561670326 0.506277082 0.584129598
##  [7555] 0.501541682 0.583784172 0.550607850 0.788567718 0.590787813 0.577808641
##  [7561] 0.542724546 0.902198255 0.768319176 0.697703554 0.608243861 0.526361863
##  [7567] 0.118072886 0.072661481 0.063274442 0.874619486 0.121664601 0.147111314
##  [7573] 0.177922724 0.631415075 0.597471680 0.254959863 0.192745086 0.293272322
##  [7579] 0.876058976 0.794891681 0.821146070 0.290881894 0.171048488 0.306156565
##  [7585] 0.253976154 0.303283405 0.407852523 1.075287380 1.099925623 1.057139106
##  [7591] 0.469321530 0.444782349 0.437384423 0.106863394 0.157546551 0.194110975
##  [7597] 1.070597200 0.816333367 1.060091697 0.149765403 0.227099172 0.111028913
##  [7603] 0.355377937 0.179769957 0.367692029 0.358907952 0.270614502 0.348664891
##  [7609] 0.934818863 0.848528812 0.466328683 0.672116646 0.733425024 0.800738354
##  [7615] 0.731788782 0.826517950 0.836428091 0.254307890 0.804429945 0.275483857
##  [7621] 0.716105668 0.722754018 0.690217792 0.630424564 0.468917318 0.572481241
##  [7627] 0.523002912 0.585616635 0.609812750 0.762777140 0.551300910 0.518166131
##  [7633] 0.537763567 0.892654906 0.918332551 0.402843840 0.357394971 0.378279097
##  [7639] 0.553050310 0.787875922 0.808642832 0.812384484 0.451385346 0.453154615
##  [7645] 0.665640637 0.648316018 0.689147768 0.665065063 0.713686473 0.704151340
##  [7651] 0.483004534 0.404786410 0.482779082 0.657605630 0.613130044 0.721024055
##  [7657] 0.843072734 0.460742269 0.431048785 0.478781969 0.999377517 0.874109177
##  [7663] 0.486703663 0.410522980 0.446777599 0.406814912 0.509321116 0.437270321
##  [7669] 0.647953113 0.432473654 0.448478256 0.532614575 0.420438156 0.392858411
##  [7675] 0.501619904 0.602167633 0.546986620 0.892292636 0.875894321 0.832098989
##  [7681] 0.219914435 0.486806922 0.565438053 0.617877048 0.211452699 0.096405057
##  [7687] 0.665457766 0.713956189 0.678865659 0.124583512 0.149981840 0.171663407
##  [7693] 0.379894901 0.353351723 0.381912322 0.738160490 0.515518979 0.701617554
##  [7699] 0.396838056 0.385683716 0.586831010 0.405044576 0.336816874 0.461001401
##  [7705] 0.446974427 0.420645199 0.413802312 0.453714484 0.459877682 0.273469998
##  [7711] 0.077705412 0.128943252 0.793207317 0.918256798 0.848840354 0.610887778
##  [7717] 0.488741619 0.584794561 0.715305209 0.695811820 0.679706462 0.462302147
##  [7723] 0.458465128 0.533393853 0.149144687 0.100854190 0.062346582 0.119414944
##  [7729] 0.246007239 0.185741343 0.224736869 0.225715766 0.265120609 0.269330513
##  [7735] 0.316442688 0.311698686 0.268434625 0.128163656 0.161690091 0.168447000
##  [7741] 0.285166687 0.337825404 0.514923272 0.521165641 0.517118586 0.235261196
##  [7747] 0.335627059 0.356785605 0.199127076 0.269887648 0.212009689 0.180591021
##  [7753] 0.062335191 0.189574553 0.172640385 0.244368369 0.271707837 0.197100092
##  [7759] 0.327349745 0.207931604 0.326816853 0.321979410 0.228572781 0.537709050
##  [7765] 0.582157465 0.585906671 0.402837229 0.521872859 0.493019232 0.483199955
##  [7771] 0.332530111 0.334120843 0.387947008 0.529872725 0.362046132 0.242057090
##  [7777] 0.203989658 0.183677138 0.531883746 0.471595759 0.357199693 0.466912138
##  [7783] 0.528743161 0.590001584 0.801118472 0.774245171 0.730372124 0.550668037
##  [7789] 0.522223806 0.500455149 0.641942541 0.535053305 0.468544882 0.667689507
##  [7795] 0.475585934 0.699847030 0.725203318 0.788947458 0.716145932 0.900852452
##  [7801] 0.696942939 0.939728848 0.292674581 0.378608292 0.316106159 0.987269609
##  [7807] 1.124658319 0.886594798 0.091252794 0.784629731 0.907740360 0.831547753
##  [7813] 0.650870698 0.545325524 0.622838697 0.703328771 0.681653732 0.668831756
##  [7819] 0.533960084 0.535986122 0.608669620 0.215240367 0.177715209 0.132562955
##  [7825] 0.135153967 0.322615703 0.262509612 0.302200020 0.159302573 0.190774605
##  [7831] 0.332044720 0.376030253 0.362560444 0.275856256 0.121916872 0.161325702
##  [7837] 0.169300045 0.319398885 0.362852452 0.585332692 0.592766245 0.585982640
##  [7843] 0.300144823 0.395946355 0.419216213 0.251634432 0.328642855 0.257557789
##  [7849] 0.246661167 0.137518776 0.240557722 0.113253274 0.286756612 0.316321779
##  [7855] 0.254643171 0.274063006 0.176106476 0.345235768 0.360045833 0.286649523
##  [7861] 0.615341709 0.659299994 0.663612063 0.384773235 0.599578062 0.570685833
##  [7867] 0.559461369 0.366109766 0.374429646 0.465045118 0.603946940 0.437722097
##  [7873] 0.166580435 0.156269454 0.106923698 0.603886180 0.548872006 0.431984862
##  [7879] 0.539392294 0.600108013 0.654958450 0.801191071 0.766552418 0.724174567
##  [7885] 0.610207575 0.583576761 0.562343345 0.719216891 0.612032586 0.545830248
##  [7891] 0.649553404 0.482218428 0.688747523 0.802357747 0.865430438 0.792788334
##  [7897] 0.976087088 0.773245971 1.015709813 0.369621748 0.456053827 0.392097840
##  [7903] 1.024871632 1.180614272 0.956319878 0.873880655 0.996337943 0.918102928
##  [7909] 0.734721594 0.504110685 0.707567065 0.791851882 0.769594700 0.757717584
##  [7915] 0.522811001 0.552289540 0.608741662 0.277775400 0.220436865 0.191024651
##  [7921] 0.084194132 0.336450096 0.301612326 0.323605911 0.111404724 0.166540824
##  [7927] 0.398111105 0.445385882 0.439254422 0.366904953 0.051814190 0.084955415
##  [7933] 0.092552742 0.404766196 0.451432998 0.569868918 0.580404920 0.566687680
##  [7939] 0.282471134 0.364940556 0.390970092 0.326641637 0.398792658 0.337042905
##  [7945] 0.235931715 0.188079771 0.206568562 0.055862988 0.368200654 0.396762822
##  [7951] 0.325743434 0.198658499 0.085287570 0.435184339 0.444034045 0.357368185
##  [7957] 0.639802577 0.669817484 0.684059060 0.472774686 0.620511335 0.589566388
##  [7963] 0.565127837 0.451986442 0.457432188 0.478006120 0.599290423 0.442842619
##  [7969] 0.151122615 0.075156353 0.113037690 0.654088766 0.562016995 0.433481544
##  [7975] 0.530541824 0.651774891 0.717636578 0.891942481 0.856029603 0.814019690
##  [7981] 0.679559601 0.650925273 0.629082536 0.747864882 0.643922875 0.575784663
##  [7987] 0.736267835 0.573469852 0.777534762 0.831649297 0.899122774 0.798277689
##  [7993] 1.015335795 0.808322348 1.051579630 0.404817377 0.485452112 0.431879244
##  [7999] 1.110178476 1.253584805 1.010586271 0.126027712 0.105879890 0.478175981
##  [8005] 1.227420079 0.461407455 0.086272076 0.113701760 0.116848406 1.117885186
##  [8011] 1.003984235 1.124556053 0.730799841 0.795904289 0.765179053 0.908878450
##  [8017] 0.907950015 0.810018684 0.876503137 0.884429175 0.858529614 0.690874186
##  [8023] 0.663722279 0.612842633 0.527287097 0.904896942 0.943865307 0.951644474
##  [8029] 0.559227321 0.495630763 1.172052026 1.165498334 1.187070006 0.979450039
##  [8035] 1.078284436 1.088681222 0.664133977 0.667135607 0.636530663 0.933240141
##  [8041] 0.781787351 0.970001690 0.872144666 0.608880674 0.601659539 0.682762294
##  [8047] 1.007244796 0.954735428 0.488238227 0.550024902 0.674630660 1.007284693
##  [8053] 1.109096836 1.058655434 0.402022653 1.017353605 1.011241447 1.066768718
##  [8059] 0.526915591 0.552972006 0.979534270 1.141889452 0.995036354 0.838274682
##  [8065] 0.922260852 0.806970302 0.837344970 1.026271875 1.004820039 1.113046262
##  [8071] 0.824973962 0.751336133 0.089476602 0.020579207 0.065978912 0.672137422
##  [8077] 0.686974689 0.688825711 1.044035206 0.962571571 0.940073636 0.158515044
##  [8083] 0.333121590 0.097794918 1.092840581 1.103741154 1.230539473 1.136830289
##  [8089] 1.034157269 1.192770933 0.846086535 0.902395293 0.831503714 0.582005794
##  [8095] 0.917245792 0.988522216 0.106474732 0.577278756 1.352946786 0.564698186
##  [8101] 0.204486142 0.227661548 0.239045068 1.241251388 1.124095683 1.245097976
##  [8107] 0.856723706 0.921929164 0.890994154 1.033325611 1.033142201 0.935532611
##  [8113] 1.001779888 1.002502528 0.973708008 0.814689739 0.786004360 0.736053143
##  [8119] 0.653009359 1.028528222 1.067628885 1.075450535 0.684619748 0.620916640
##  [8125] 1.295092695 1.288057732 1.310523606 1.105430588 1.204124788 1.214334678
##  [8131] 0.789863059 0.791144839 0.762321208 1.059267719 0.907642745 1.095853516
##  [8137] 0.992599555 0.734415583 0.726582887 0.808377337 1.123852037 1.076269205
##  [8143] 0.614115124 0.674269004 0.799709610 1.123308678 1.226455808 1.173721849
##  [8149] 0.523610921 1.134641746 1.129875383 1.187675752 0.651386317 0.676560500
##  [8155] 1.101965740 1.263228577 1.118701891 0.954419739 1.042674153 0.925842971
##  [8161] 0.948324415 1.146437113 1.128840188 1.236093435 0.935859156 0.855211999
##  [8167] 0.161800765 0.146012019 0.191433163 0.778211499 0.795805089 0.799511759
##  [8173] 1.154696999 1.077194966 1.057853654 0.266176731 0.458686546 0.219040227
##  [8179] 1.199555202 1.205654953 1.345238023 1.230146645 1.140100643 1.286176795
##  [8185] 0.969490335 1.023549048 0.953996598 0.610876890 0.959284615 1.072675058
##  [8191] 0.582399372 1.300067575 0.564500953 0.141642410 0.154854000 0.177757593
##  [8197] 1.199381254 1.092278440 1.211880902 0.801279021 0.862088978 0.827039745
##  [8203] 0.960798556 0.983500247 0.884057290 0.951716203 0.916409298 0.884125694
##  [8209] 0.772670890 0.749438559 0.696761814 0.589907262 0.953277086 0.992635902
##  [8215] 1.000562179 0.635638354 0.573272223 1.254265161 1.248864361 1.268176733
##  [8221] 1.047760579 1.148526150 1.160703437 0.737292714 0.748487990 0.709285140
##  [8227] 0.999288749 0.844075835 1.031450982 0.910290449 0.683966017 0.680115241
##  [8233] 0.756751748 1.035457075 0.995711785 0.561350525 0.631471876 0.751867002
##  [8239] 1.100698722 1.200843145 1.152904873 0.447396832 1.109374925 1.101625291
##  [8245] 1.153605986 0.607790681 0.636355047 1.063644156 1.227788336 1.076027462
##  [8251] 0.866022138 0.960104401 0.841220523 0.935364749 1.114426248 1.084716658
##  [8257] 1.195374637 0.923088856 0.853297352 0.188590208 0.122573167 0.159785565
##  [8263] 0.773359449 0.786750956 0.787480623 1.141838906 1.057434803 1.031708208
##  [8269] 0.181996906 0.411506886 0.158658154 1.192909553 1.205920500 1.324841529
##  [8275] 1.241383888 1.134695399 1.297274235 0.928303420 0.989252435 0.915975446
##  [8281] 0.676622892 1.017170945 1.094267346 0.894797289 0.032424285 0.462449144
##  [8287] 0.470258802 0.437686030 0.744305459 0.599110934 0.718595643 0.477483846
##  [8293] 0.552798030 0.554623574 0.723250208 0.588756318 0.516171632 0.563905466
##  [8299] 0.803787782 0.812939299 0.372988612 0.324532677 0.305009594 0.403797541
##  [8305] 0.738570823 0.768926432 0.774700495 0.331648691 0.298460410 0.791411797
##  [8311] 0.778973661 0.811588397 0.693086155 0.770297488 0.769892910 0.413857214
##  [8317] 0.359451846 0.398878848 0.666024698 0.564708356 0.723230519 0.763828658
##  [8323] 0.366814169 0.339214699 0.420917737 0.924533966 0.817816423 0.326375726
##  [8329] 0.290932113 0.393559950 0.573111674 0.680058709 0.618142219 0.445424285
##  [8335] 0.590485602 0.593921579 0.666467714 0.285701824 0.277302597 0.601059302
##  [8341] 0.742838764 0.633618468 0.786709245 0.806302472 0.731262992 0.384050296
##  [8347] 0.620846531 0.648914855 0.735160229 0.371647555 0.279105410 0.415496115
##  [8353] 0.460057703 0.424560777 0.206359255 0.230472050 0.240586852 0.586080466
##  [8359] 0.522170277 0.519534843 0.488551143 0.290944290 0.448289981 0.624472978
##  [8365] 0.628379015 0.785542379 0.659026478 0.564496606 0.714891337 0.494110654
##  [8371] 0.514149091 0.466921701 0.376581620 0.568080473 0.519659540 0.882483269
##  [8377] 1.159806493 1.145353865 1.123333272 0.181328600 0.340882259 0.275982316
##  [8383] 0.498845459 0.442876221 0.486394602 0.421982073 0.320961390 0.417415440
##  [8389] 0.351736603 0.598315614 0.660680890 0.546065204 0.584815908 0.626239686
##  [8395] 0.713513603 0.452322762 0.425407500 0.419629455 0.668350402 0.732112685
##  [8401] 0.171963604 0.193893305 0.149365337 0.257882168 0.154786839 0.139458095
##  [8407] 0.563535245 0.567782585 0.591353551 0.311317778 0.469193686 0.304859801
##  [8413] 0.553159207 0.618546889 0.627354107 0.544681596 0.598442529 0.490109334
##  [8419] 0.739791164 0.681689497 0.553990947 0.427630425 0.367798748 0.431485180
##  [8425] 0.870959516 0.397353818 0.370611500 0.287367199 0.703558062 0.682204710
##  [8431] 0.303970032 0.245302237 0.263316676 0.651155949 0.532272071 0.616699853
##  [8437] 0.585855623 0.327292292 0.246746363 0.195899984 0.593357514 0.709075670
##  [8443] 1.213227430 1.207129061 1.161607740 0.728705276 0.694426889 0.675463599
##  [8449] 0.520258054 0.472077495 0.425562993 1.125406741 0.894309586 1.143130401
##  [8455] 0.585657334 0.664013051 0.433221550 0.792989324 0.601257007 0.804521621
##  [8461] 0.402137411 0.389320511 0.427940947 1.238066611 1.238693906 0.883186180
##  [8467] 0.440900604 0.447272814 0.414734295 0.735930892 0.594349907 0.714769968
##  [8473] 0.454139582 0.529804669 0.529502777 0.698345405 0.572769035 0.496801940
##  [8479] 0.546963233 0.774751630 0.782863817 0.353344769 0.306067899 0.282359256
##  [8485] 0.372686337 0.712749168 0.743773477 0.749695617 0.303440922 0.267848231
##  [8491] 0.784244940 0.772550688 0.803841900 0.675014029 0.754791354 0.755434711
##  [8497] 0.389113405 0.338398910 0.372934909 0.646109278 0.540115840 0.702250357
##  [8503] 0.735575474 0.340433375 0.313580284 0.397191254 0.896131384 0.791093793
##  [8509] 0.295135960 0.263541157 0.370830274 0.573693276 0.680143945 0.620369865
##  [8515] 0.413174316 0.589656590 0.591291741 0.661434338 0.256941257 0.250687423
##  [8521] 0.592297619 0.738057290 0.622877165 0.756681842 0.778605255 0.701667763
##  [8527] 0.388252757 0.616334376 0.637620850 0.727301511 0.375760652 0.290725920
##  [8533] 0.403075610 0.442737341 0.405539640 0.213839431 0.234109288 0.241407375
##  [8539] 0.592752791 0.523851496 0.516950516 0.463557874 0.259575730 0.426249920
##  [8545] 0.634916390 0.642537870 0.789407224 0.678498328 0.575403287 0.734161573
##  [8551] 0.480663493 0.505964268 0.454727777 0.402668170 0.600503287 0.544368681
##  [8557] 0.028657412 0.036474937 1.057748780 0.951374101 1.070710628 0.661302305
##  [8563] 0.723619639 0.690328546 0.829562502 0.842457211 0.743257770 0.810720337
##  [8569] 0.799583450 0.772811246 0.631036135 0.608199266 0.555296954 0.452375451
##  [8575] 0.824255508 0.863405566 0.871245521 0.494246238 0.431713885 1.112623094
##  [8581] 1.107239761 1.126560908 0.908692662 1.008888402 1.020552519 0.596562171
##  [8587] 0.606847480 0.568614910 0.861010163 0.707195718 0.895165970 0.788506513
##  [8593] 0.542808168 0.538551926 0.615863535 0.921924219 0.871881578 0.420396554
##  [8599] 0.489849785 0.610452719 0.961844692 1.061061327 1.014504346 0.319136912
##  [8605] 0.969787256 0.961360503 1.012361953 0.466156290 0.494871003 0.922078660
##  [8611] 1.086377909 0.934403215 0.752782393 0.838605003 0.722447778 0.800514422
##  [8617] 0.973476462 0.943149987 1.053732300 0.788374553 0.724740799 0.148998961
##  [8623] 0.073680515 0.056709796 0.643697086 0.654623952 0.653826644 1.006371103
##  [8629] 0.919555461 0.892011582 0.075019426 0.269869122 0.017041154 1.060143049
##  [8635] 1.076824284 1.186328205 1.119222212 1.002739815 1.174777187 0.786665975
##  [8641] 0.848076283 0.774474990 0.622744017 0.944600384 0.981049037 0.032573279
##  [8647] 1.046818526 0.943806239 1.062474226 0.646526832 0.707281059 0.672643068
##  [8653] 0.809089797 0.829337357 0.729687878 0.797509774 0.774995753 0.747215672
##  [8659] 0.620983522 0.600147732 0.546541192 0.435212599 0.802933374 0.842176956
##  [8665] 0.850051620 0.482242209 0.420548912 1.101950358 1.097083003 1.115399139
##  [8671] 0.892909578 0.993690071 1.005963854 0.582916491 0.596662504 0.554875630
##  [8677] 0.844520117 0.689629575 0.877248772 0.765015329 0.530076169 0.527280667
##  [8683] 0.602501925 0.896795906 0.848971424 0.407297248 0.480175268 0.598432048
##  [8689] 0.957173019 1.055218852 1.010263132 0.296924133 0.964256067 0.954904483
##  [8695] 1.003958449 0.456327494 0.486130715 0.912489772 1.077421662 0.923395459
##  [8701] 0.727491986 0.815076041 0.698207320 0.799471025 0.965800094 0.931664464
##  [8707] 1.043168969 0.787446986 0.727629676 0.177011668 0.102152671 0.082694688
##  [8713] 0.646198590 0.655667891 0.653892717 1.004630196 0.915904420 0.886405247
##  [8719] 0.046388780 0.260567143 0.028141761 1.060164137 1.078896292 1.181858724
##  [8725] 1.124442538 1.003309398 1.179801374 0.776434080 0.839954412 0.765324881
##  [8731] 0.645308289 0.963415371 0.989776177 1.021670040 0.916242532 1.035358005
##  [8737] 0.624829930 0.687250341 0.654192029 0.794359787 0.806046663 0.706811262
##  [8743] 0.774301061 0.767624071 0.742239121 0.595113021 0.572848009 0.519709117
##  [8749] 0.416180486 0.789505100 0.828591752 0.836410244 0.457931172 0.395515317
##  [8755] 1.076601589 1.071336970 1.090439242 0.872260831 0.972422831 0.984077711
##  [8761] 0.560106278 0.570888815 0.532153748 0.824650869 0.671030821 0.859058347
##  [8767] 0.755388116 0.506414992 0.502358381 0.579424601 0.890605264 0.838223913
##  [8773] 0.383959494 0.453988862 0.574151134 0.927937077 1.026626138 0.980813838
##  [8779] 0.285390195 0.935480666 0.926657298 0.976950120 0.430249614 0.459270317
##  [8785] 0.886308402 1.050799453 0.898301670 0.721767655 0.805503010 0.690125919
##  [8791] 0.768604552 0.938308172 0.906959377 1.017731830 0.756536006 0.695603942
##  [8797] 0.164068458 0.100752500 0.067943143 0.614245919 0.624090845 0.622614127
##  [8803] 0.974057118 0.886157140 0.857662674 0.065295564 0.233984283 0.020159288
##  [8809] 1.028953319 1.047092120 1.152538851 1.092051683 0.971918678 1.147437479
##  [8815] 0.750720916 0.812741081 0.738811090 0.619092604 0.933870278 0.957211960
##  [8821] 0.162149439 0.106650608 0.417450339 0.385041073 0.436955589 0.439748243
##  [8827] 0.230361755 0.328340523 0.260989109 0.630967437 0.689211490 0.427167270
##  [8833] 0.456144940 0.505202690 0.632137772 0.475152396 0.461474288 0.458350293
##  [8839] 0.564894750 0.626302556 0.055995191 0.058867505 0.069356388 0.240341101
##  [8845] 0.179324004 0.152390433 0.469931523 0.451141303 0.497665477 0.289439118
##  [8851] 0.421792127 0.319906554 0.577930109 0.518519937 0.519538099 0.449462912
##  [8857] 0.666041674 0.538398675 0.640926914 0.568361391 0.449124607 0.246319869
##  [8863] 0.196082095 0.253130968 0.795040866 0.216034530 0.189608661 0.106093866
##  [8869] 0.591847970 0.564913907 0.143715065 0.083782114 0.123429312 0.673480246
##  [8875] 0.572467521 0.626455933 0.410595954 0.146770538 0.116773815 0.015005157
##  [8881] 0.419036405 0.536521674 1.093144937 1.097325092 1.052009634 0.564406237
##  [8887] 0.531030479 0.513831406 0.341669263 0.291218227 0.248707334 1.032998745
##  [8893] 0.787972291 1.040750552 0.411523111 0.490080384 0.292759167 0.619571172
##  [8899] 0.422360665 0.635673436 0.271805051 0.230166447 0.288655900 1.072206030
##  [8905] 1.058421299 0.702274011 0.121488699 0.364206200 0.362290799 0.414359791
##  [8911] 0.477807492 0.216140472 0.282991201 0.233792710 0.663648533 0.714819518
##  [8917] 0.329199386 0.343730036 0.397971117 0.558846793 0.513076137 0.511714442
##  [8923] 0.511055692 0.472907498 0.528363984 0.198032954 0.182547243 0.220867047
##  [8929] 0.294486200 0.288227922 0.268849652 0.396589651 0.353415148 0.421463418
##  [8935] 0.323564858 0.403464919 0.376473305 0.607750336 0.433590560 0.426000483
##  [8941] 0.376600895 0.725682535 0.590890866 0.549390663 0.465613536 0.365319302
##  [8947] 0.099364998 0.126763454 0.133046600 0.719529097 0.072535371 0.039558380
##  [8953] 0.067454768 0.489522572 0.458106920 0.075284655 0.143760070 0.120527323
##  [8959] 0.694636502 0.615631679 0.639683831 0.249006148 0.022369508 0.137035785
##  [8965] 0.149132486 0.257883430 0.375884792 0.970282484 0.983451168 0.938944321
##  [8971] 0.409497278 0.377314919 0.362012080 0.209345435 0.133369951 0.087047727
##  [8977] 0.935802612 0.683364178 0.934356088 0.290496790 0.365580897 0.263944407
##  [8983] 0.492368248 0.284418876 0.518272215 0.186174764 0.105135176 0.184425759
##  [8989] 0.913954369 0.897875824 0.550883394 0.462349764 0.445519316 0.498596911
##  [8995] 0.527882153 0.288678240 0.375327412 0.314638423 0.719025438 0.775007227
##  [9001] 0.444018895 0.462518198 0.515960627 0.667527785 0.563693765 0.554148873
##  [9007] 0.551802098 0.587274884 0.644760804 0.106005466 0.084563168 0.130515669
##  [9013] 0.329675733 0.283232658 0.257157699 0.503718853 0.468449994 0.529992239
##  [9019] 0.372811263 0.485266229 0.412475833 0.664513133 0.545361859 0.540475246
##  [9025] 0.483258048 0.763149349 0.632542149 0.664093134 0.582923727 0.475917304
##  [9031] 0.167791380 0.091944527 0.158035966 0.829862532 0.140254448 0.126442864
##  [9037] 0.058777957 0.606855472 0.576348549 0.157193563 0.032162820 0.171490863
##  [9043] 0.757447384 0.663802506 0.706871647 0.355414605 0.099145262 0.176853651
##  [9049] 0.092696577 0.365792184 0.483430517 1.091656268 1.104005472 1.059356331
##  [9055] 0.524812135 0.493782788 0.479764002 0.246121234 0.219906649 0.199889574
##  [9061] 1.053157311 0.801907108 1.053676802 0.309737866 0.388177507 0.191737123
##  [9067] 0.517360467 0.327023439 0.531051189 0.292878517 0.222635555 0.298271366
##  [9073] 1.023277433 0.980561339 0.612289874 0.075907221 0.086814092 0.248514328
##  [9079] 0.188463537 0.089142706 0.156927387 0.372490968 0.405505776 0.120378808
##  [9085] 0.168537524 0.172574976 0.217015895 0.268707878 0.294842561 0.299955841
##  [9091] 0.176870162 0.239758743 0.473398075 0.473396423 0.482570590 0.248969256
##  [9097] 0.347696521 0.359437794 0.070106862 0.123303955 0.095587533 0.205899850
##  [9103] 0.091346929 0.253609749 0.321015574 0.126981278 0.145675982 0.057266155
##  [9109] 0.476384200 0.353384437 0.242649278 0.202119179 0.084415291 0.426584234
##  [9115] 0.490912744 0.479109574 0.378756684 0.416701301 0.392451806 0.405710282
##  [9121] 0.219503449 0.209447150 0.305640836 0.467454022 0.298022865 0.380627333
##  [9127] 0.352923146 0.320039595 0.389977037 0.381869086 0.301040839 0.417294706
##  [9133] 0.385677725 0.441243418 0.723248442 0.710711831 0.665332253 0.401937017
##  [9139] 0.373153474 0.351339647 0.522301504 0.413504262 0.351881284 0.626976050
##  [9145] 0.398659632 0.644709377 0.603400206 0.661282692 0.628142836 0.766729119
##  [9151] 0.568658181 0.808714418 0.179420805 0.267692550 0.192372441 0.853355260
##  [9157] 0.976592428 0.741096212 0.053080690 0.178005299 0.157413578 0.084900940
##  [9163] 0.131194974 0.324355230 0.365873208 0.188314272 0.238289367 0.247791467
##  [9169] 0.272447345 0.202316375 0.224314652 0.228755109 0.249496187 0.310961253
##  [9175] 0.439906519 0.443204482 0.445637083 0.186320829 0.288698908 0.304175083
##  [9181] 0.144719116 0.195685769 0.167932553 0.137422629 0.041244507 0.179328760
##  [9187] 0.269750594 0.200636505 0.221138894 0.133170931 0.417549626 0.288789439
##  [9193] 0.310091099 0.277241326 0.159242516 0.438245545 0.487626192 0.487403453
##  [9199] 0.428085012 0.423471951 0.395496915 0.392481758 0.293695495 0.285125665
##  [9205] 0.294496316 0.445453644 0.274670428 0.342911122 0.294642565 0.284338317
##  [9211] 0.433908330 0.376795835 0.272969955 0.387465324 0.431407762 0.499604337
##  [9217] 0.792482545 0.776073418 0.730961943 0.467408219 0.436919882 0.414702557
##  [9223] 0.541516870 0.434353499 0.368142856 0.684787920 0.466099387 0.707304718
##  [9229] 0.624643181 0.688099200 0.623208155 0.800254422 0.596089841 0.838905376
##  [9235] 0.191937399 0.278530997 0.215361461 0.928246998 1.042626067 0.790157543
##  [9241] 0.168882962 0.210367093 0.133423276 0.184234424 0.286960540 0.323212465
##  [9247] 0.207090524 0.254575449 0.252516868 0.238077979 0.184922762 0.214316557
##  [9253] 0.220192861 0.235202056 0.292394215 0.491499429 0.495320924 0.496518205
##  [9259] 0.228512445 0.331612033 0.349178071 0.140868147 0.208355109 0.157325261
##  [9265] 0.175820490 0.017316701 0.204899875 0.234649407 0.190556793 0.215993048
##  [9271] 0.136560764 0.389590212 0.267994884 0.286102182 0.268936123 0.167490100
##  [9277] 0.488107141 0.540062907 0.538092911 0.387061484 0.474315852 0.446927222
##  [9283] 0.445505930 0.281888073 0.279661655 0.347309774 0.498368516 0.327686733
##  [9289] 0.299143148 0.266154324 0.239261841 0.471710867 0.429257743 0.325716443
##  [9295] 0.439743683 0.468193873 0.527725507 0.766916388 0.745689308 0.701025660
##  [9301] 0.488551362 0.459945643 0.438149369 0.589676641 0.481764819 0.416626577
##  [9307] 0.647843054 0.439838059 0.674334396 0.672347062 0.734058011 0.675904646
##  [9313] 0.843717836 0.641692384 0.883764491 0.239973217 0.327901554 0.260622177
##  [9319] 0.931202682 1.062863302 0.825391529 0.264380094 0.248286857 0.256390677
##  [9325] 0.191449215 0.249645047 0.365952518 0.415624782 0.419848311 0.386823813
##  [9331] 0.035833929 0.046403733 0.051528290 0.402408977 0.456696036 0.486118063
##  [9337] 0.497019383 0.482625521 0.199590849 0.280855386 0.306795016 0.309398955
##  [9343] 0.371616343 0.326074847 0.156069402 0.158682945 0.122375228 0.138317782
##  [9349] 0.359187868 0.384874612 0.303253734 0.251970889 0.117039123 0.446221324
##  [9355] 0.437490664 0.332699430 0.568630750 0.592108095 0.610537692 0.513430823
##  [9361] 0.547673783 0.515974943 0.486230641 0.449540589 0.448502183 0.402776366
##  [9367] 0.517274899 0.364761178 0.235211364 0.137877251 0.195045252 0.600396583
##  [9373] 0.486041473 0.354187352 0.447870381 0.599377199 0.675198764 0.919250029
##  [9379] 0.890204731 0.846774041 0.645329696 0.614592429 0.592321592 0.678229261
##  [9385] 0.576981717 0.508361944 0.778976934 0.594470672 0.814440958 0.761916103
##  [9391] 0.831639219 0.718385998 0.950904642 0.742160703 0.984843349 0.344027702
##  [9397] 0.418954630 0.373726590 1.099785135 1.220473043 0.957802107 0.100407445
##  [9403] 0.031920037 0.447714718 0.498721944 0.226356728 0.268389259 0.306198722
##  [9409] 0.405061435 0.298978474 0.301671399 0.302095051 0.348823284 0.412320291
##  [9415] 0.286048074 0.287596339 0.294312321 0.113764327 0.182173537 0.185383272
##  [9421] 0.246628707 0.247316480 0.274710899 0.117280088 0.196655016 0.178955387
##  [9427] 0.391757145 0.299681818 0.306750865 0.226852081 0.515312649 0.379885762
##  [9433] 0.422149738 0.360746988 0.233472446 0.304337441 0.337039817 0.347612940
##  [9439] 0.567198078 0.284151110 0.253120434 0.237249588 0.382738631 0.361341532
##  [9445] 0.142984187 0.288041627 0.117383815 0.478756685 0.401520150 0.424573214
##  [9451] 0.358014080 0.227203634 0.115893719 0.231521754 0.359925269 0.456362480
##  [9457] 0.892290048 0.887567711 0.842027622 0.450390737 0.416072330 0.394446679
##  [9463] 0.413871643 0.313932549 0.245307508 0.812167711 0.574959336 0.825630661
##  [9469] 0.497539870 0.567741152 0.470203293 0.688600804 0.479103970 0.721125042
##  [9475] 0.104470198 0.158039907 0.137535418 0.949666232 1.009315090 0.710207198
##  [9481] 0.068526032 0.407925084 0.450638873 0.143457318 0.191782427 0.219002693
##  [9487] 0.304835665 0.277273639 0.292954596 0.296001846 0.250970494 0.314769738
##  [9493] 0.384302427 0.384269792 0.393754046 0.179936133 0.270788355 0.279050836
##  [9499] 0.146773725 0.160084877 0.174814566 0.150113673 0.125215020 0.209793216
##  [9505] 0.352769720 0.201138019 0.211099770 0.127432177 0.495958811 0.363819326
##  [9511] 0.322873566 0.266775944 0.138070919 0.354684873 0.409476364 0.404820778
##  [9517] 0.467266668 0.341150968 0.314319743 0.319635325 0.287651375 0.269518957
##  [9523] 0.219769252 0.379214632 0.209143008 0.427789157 0.374404875 0.369218401
##  [9529] 0.353391320 0.299100945 0.211898363 0.328159973 0.351781113 0.428344997
##  [9535] 0.797185672 0.789718336 0.744194746 0.405080752 0.372649690 0.350280923
##  [9541] 0.456906245 0.349524650 0.283616502 0.711985897 0.476900625 0.726488706
##  [9547] 0.539906604 0.603206249 0.546190737 0.715828775 0.511231939 0.754125238
##  [9553] 0.107129867 0.194512989 0.130918374 0.886275729 0.977666838 0.710669958
##  [9559] 0.434122530 0.482819858 0.197624367 0.241402605 0.276940642 0.373290533
##  [9565] 0.289741616 0.296534834 0.297797825 0.317300191 0.380885286 0.316835087
##  [9571] 0.317689834 0.325650176 0.131153845 0.209816480 0.214973285 0.214738340
##  [9577] 0.217807121 0.242819483 0.121093344 0.171651932 0.184697026 0.378089314
##  [9583] 0.268005931 0.275641921 0.195008854 0.508357372 0.373199136 0.390371368
##  [9589] 0.330061927 0.202292274 0.316617167 0.357665501 0.362669997 0.535559121
##  [9595] 0.298698744 0.268966678 0.261287377 0.351825242 0.331145432 0.163760090
##  [9601] 0.315832527 0.144737872 0.461903300 0.391551562 0.406169408 0.352184107
##  [9607] 0.246961344 0.145345943 0.261544016 0.353002681 0.443976516 0.861544533
##  [9613] 0.856139035 0.810599697 0.432865934 0.398922604 0.376958332 0.424259388
##  [9619] 0.321054041 0.252598606 0.780255814 0.543451796 0.793905367 0.508045138
##  [9625] 0.576126859 0.492527026 0.694539878 0.486058899 0.729039910 0.093101319
##  [9631] 0.162693844 0.125881313 0.927831457 0.997053878 0.707517975 0.062677882
##  [9637] 0.490777910 0.535267969 0.521177466 0.412631967 0.155846365 0.174037927
##  [9643] 0.179164927 0.472565275 0.509606775 0.676466498 0.687935305 0.671926470
##  [9649] 0.391004399 0.467333234 0.494209888 0.410832214 0.487898563 0.415690377
##  [9655] 0.346404461 0.287944289 0.311815098 0.056040192 0.443723178 0.473654281
##  [9661] 0.413888769 0.126223024 0.113154050 0.487681343 0.514383103 0.445904954
##  [9667] 0.750627316 0.781118045 0.795283639 0.484562048 0.731660976 0.700831394
##  [9673] 0.676178943 0.518086139 0.529597230 0.589408239 0.708719772 0.554024888
##  [9679] 0.060578659 0.067688844 0.078887265 0.757494229 0.673420671 0.544367057
##  [9685] 0.639258026 0.754444230 0.813426491 0.913179839 0.868023795 0.828682775
##  [9691] 0.769508003 0.742763629 0.721456009 0.858213783 0.753542233 0.685676581
##  [9697] 0.737281376 0.609145421 0.786706476 0.941964465 1.008635645 0.909060605
##  [9703] 1.123479580 0.917426835 1.160683591 0.512992666 0.595252960 0.538813636
##  [9709] 1.174782553 1.339444853 1.112242038 0.520167767 0.561919535 0.542178670
##  [9715] 0.413243790 0.214719560 0.235785634 0.241201916 0.485014434 0.515269379
##  [9721] 0.735729731 0.746635502 0.731860376 0.448885443 0.528133984 0.554780658
##  [9727] 0.435454096 0.514606032 0.436468563 0.402283240 0.327006501 0.371372365
##  [9733] 0.111328703 0.461791170 0.492009369 0.441207730 0.152165104 0.175298038
##  [9739] 0.490337684 0.527667310 0.472883056 0.799186610 0.834374778 0.845345132
##  [9745] 0.464064485 0.781444608 0.751251227 0.730547350 0.528562505 0.543816167
##  [9751] 0.641374222 0.765818502 0.608048709 0.026389286 0.130193588 0.086322813
##  [9757] 0.794651968 0.725606843 0.599281377 0.697049927 0.790813835 0.842840699
##  [9763] 0.892778244 0.842984026 0.805322668 0.794185928 0.769156225 0.748429451
##  [9769] 0.905292782 0.799241262 0.732084900 0.707579959 0.599708062 0.760781956
##  [9775] 0.988841384 1.053675993 0.964038226 1.165951689 0.961838282 1.204759986
##  [9781] 0.557209875 0.641754676 0.581212070 1.179049875 1.358733296 1.146459266
##  [9787] 0.050257371 0.080206830 0.235436339 0.388089252 0.412342788 0.416963164
##  [9793] 0.143715191 0.201106091 0.481726578 0.476224531 0.496261488 0.322366838
##  [9799] 0.407440837 0.411739410 0.091229282 0.024449095 0.105688688 0.293047238
##  [9805] 0.211325060 0.350714754 0.440402957 0.107305546 0.096804987 0.079941590
##  [9811] 0.596668917 0.473366695 0.220326779 0.141251718 0.050607112 0.365985444
##  [9817] 0.449761078 0.420880438 0.392136083 0.364151108 0.347341089 0.385244544
##  [9823] 0.164880218 0.138185101 0.291612604 0.457171251 0.304165870 0.494636201
##  [9829] 0.473244847 0.433951207 0.285931342 0.350331865 0.314175070 0.422781593
##  [9835] 0.279624694 0.322956708 0.669406866 0.670328051 0.624957048 0.281568790
##  [9841] 0.252908135 0.231213125 0.446545598 0.339939815 0.289456569 0.609708770
##  [9847] 0.361167545 0.614013752 0.522706422 0.572288340 0.584485305 0.668517801
##  [9853] 0.480593439 0.713917774 0.155639093 0.224075210 0.145776002 0.744878972
##  [9859] 0.856406905 0.627918487 0.055295011 0.244141317 0.437094288 0.462027773
##  [9865] 0.466754768 0.140877123 0.187473280 0.509371490 0.502053905 0.525501313
##  [9871] 0.368966111 0.450495880 0.453044663 0.126829243 0.047413692 0.132132023
##  [9877] 0.341840673 0.259868378 0.400279167 0.486064088 0.120645341 0.098324385
##  [9883] 0.121387082 0.643610445 0.521919211 0.212701822 0.123481327 0.089388998
##  [9889] 0.367135820 0.458458464 0.421930943 0.391397066 0.369446584 0.356715318
##  [9895] 0.404173083 0.147072930 0.114529046 0.315963735 0.478541696 0.334959633
##  [9901] 0.536067782 0.520396844 0.475598831 0.260815012 0.365672503 0.346822919
##  [9907] 0.450422782 0.252869775 0.281746079 0.637014147 0.643143537 0.598136218
##  [9913] 0.234567145 0.207588907 0.186569644 0.437574554 0.334661677 0.292269215
##  [9919] 0.592356892 0.339647502 0.591164028 0.509751611 0.553748639 0.590032586
##  [9925] 0.643268679 0.463627952 0.690702797 0.185790674 0.239893258 0.168010466
##  [9931] 0.695130634 0.808288211 0.591193581 0.195247185 0.437437442 0.465920065
##  [9937] 0.471376600 0.088939625 0.132179624 0.559215052 0.552800341 0.574470641
##  [9943] 0.398935451 0.486604950 0.491544091 0.112647989 0.059257028 0.105818015
##  [9949] 0.365835005 0.261213866 0.420408829 0.475118117 0.082675575 0.053866714
##  [9955] 0.116598491 0.635075299 0.519599372 0.157918503 0.068212666 0.088571105
##  [9961] 0.422338269 0.513615837 0.477095807 0.337421718 0.424731977 0.411752321
##  [9967] 0.457418856 0.091901680 0.060439759 0.367080675 0.531093818 0.382762146
##  [9973] 0.515938667 0.513235353 0.456368921 0.308164963 0.419777728 0.393421188
##  [9979] 0.500208358 0.299250823 0.312280693 0.589583456 0.592271382 0.547043079
##  [9985] 0.253696724 0.232115357 0.213452407 0.490998481 0.389152496 0.347561233
##  [9991] 0.537835280 0.285984991 0.538255825 0.561717402 0.603111478 0.645327592
##  [9997] 0.688214377 0.514040637 0.736952929 0.233444866 0.293579936 0.219231780
## [10003] 0.680788874 0.818278404 0.625219602 0.388269328 0.425730902 0.433132988
## [10009] 0.107179126 0.106413320 0.688124739 0.686754954 0.698370490 0.458597449
## [10015] 0.560326697 0.574136332 0.163911315 0.213501513 0.137644427 0.409432744
## [10021] 0.254862337 0.442977655 0.381611686 0.128178352 0.145830929 0.184453529
## [10027] 0.537861282 0.451958010 0.077654082 0.143667027 0.193713626 0.601380577
## [10033] 0.682443568 0.656244476 0.163062608 0.598771118 0.580333895 0.609258043
## [10039] 0.132797220 0.161183027 0.510748587 0.676279141 0.510499791 0.387457020
## [10045] 0.429260045 0.335887137 0.503237965 0.578917070 0.515366002 0.630965011
## [10051] 0.494460737 0.499699158 0.532683870 0.507913254 0.463470148 0.431475702
## [10057] 0.416535884 0.400673794 0.679874583 0.574544759 0.524793398 0.412405492
## [10063] 0.207988463 0.436313402 0.753563339 0.797590890 0.818331577 0.883274579
## [10069] 0.707745624 0.932191172 0.374932260 0.454853518 0.374789685 0.765831771
## [10075] 0.963651512 0.812679024 0.039408832 0.047387263 0.413199400 0.464636403
## [10081] 0.521079195 0.532249401 0.517162387 0.235170305 0.314191898 0.340516632
## [10087] 0.325496628 0.391927751 0.339827158 0.191853367 0.177426250 0.156664144
## [10093] 0.103561279 0.372394405 0.399371326 0.321344828 0.219528738 0.086734778
## [10099] 0.451722667 0.450128187 0.351839073 0.603315658 0.627830466 0.645687438
## [10105] 0.506217089 0.582678113 0.551104666 0.522030164 0.460588756 0.462133293
## [10111] 0.438134000 0.552959008 0.400479488 0.201259034 0.102606482 0.164768718
## [10117] 0.630452577 0.521543105 0.389994591 0.483412203 0.629032028 0.701718764
## [10123] 0.918741482 0.886581186 0.843751251 0.668979164 0.638932465 0.616773631
## [10129] 0.712634239 0.610715175 0.542163222 0.771281131 0.596226935 0.809488131
## [10135] 0.796369918 0.865613597 0.754219902 0.984180341 0.775790357 1.018684432
## [10141] 0.375787233 0.452434992 0.404767432 1.115075085 1.244206921 0.987843124
## [10147] 0.008007863 0.446442790 0.499476497 0.504891967 0.517353662 0.499287761
## [10153] 0.224558464 0.293795246 0.320922258 0.355094188 0.417988810 0.371124053
## [10159] 0.188155028 0.204706336 0.141893072 0.128064815 0.404090159 0.430204585
## [10165] 0.349351112 0.214109768 0.079277823 0.487697832 0.482257618 0.378960181
## [10171] 0.604672342 0.622458570 0.644750830 0.545519242 0.582606992 0.550445789
## [10177] 0.515561319 0.493715236 0.493609075 0.436435399 0.541359229 0.395806745
## [10183] 0.225789920 0.111319729 0.196426105 0.643775042 0.518579660 0.383807726
## [10189] 0.470692073 0.643077793 0.720619304 0.956976239 0.925487666 0.882543242
## [10195] 0.691526796 0.660669215 0.638380100 0.714968818 0.615490596 0.546832311
## [10201] 0.810641725 0.633714019 0.848590552 0.798431453 0.869352387 0.745614683
## [10207] 0.990013552 0.780708698 1.022772186 0.386096555 0.458264321 0.416497079
## [10213] 1.145499041 1.266603593 1.001014934 0.452906008 0.506272378 0.501229895
## [10219] 0.513945375 0.495287989 0.222454692 0.289473281 0.316727970 0.360843315
## [10225] 0.422973494 0.377211121 0.187652035 0.210203692 0.139332115 0.134393294
## [10231] 0.410243159 0.436165927 0.354781888 0.214633746 0.080820483 0.494748643
## [10237] 0.488472461 0.384188166 0.604508840 0.620921158 0.644102140 0.553419967
## [10243] 0.582165350 0.549903785 0.513862489 0.500139855 0.499681719 0.435771865
## [10249] 0.538603781 0.394581540 0.231795168 0.115333070 0.203557289 0.646031973
## [10255] 0.517590635 0.382288026 0.467755821 0.645483141 0.723996254 0.964545841
## [10261] 0.933247745 0.890269348 0.695668421 0.664651777 0.642343082 0.714955590
## [10267] 0.616016702 0.547375313 0.818569402 0.641103772 0.856414184 0.798334954
## [10273] 0.869577728 0.743376146 0.990639489 0.781199010 1.023035950 0.387924592
## [10279] 0.459109641 0.418578418 1.151251152 1.270624048 1.003144691 0.063830719
## [10285] 0.620257742 0.616154094 0.633281404 0.424591793 0.520719505 0.529962733
## [10291] 0.107185786 0.119519790 0.081642835 0.382768134 0.248546686 0.428824946
## [10297] 0.432217283 0.050320972 0.046910631 0.124355681 0.592889011 0.488932090
## [10303] 0.076842004 0.042857879 0.116232015 0.505705618 0.592772341 0.560653275
## [10309] 0.251091583 0.505894954 0.490373811 0.528501759 0.047409347 0.059843110
## [10315] 0.433423199 0.599537665 0.441479487 0.458637019 0.475228380 0.401519500
## [10321] 0.397019800 0.494042256 0.449447212 0.561666080 0.387979562 0.393796996
## [10327] 0.547352364 0.538883609 0.493348031 0.328166582 0.311204057 0.294576418
## [10333] 0.578451543 0.475129623 0.429845706 0.468348299 0.226151605 0.477343310
## [10339] 0.650164521 0.692051015 0.726634001 0.776231621 0.602906424 0.825374336
## [10345] 0.296286209 0.367777000 0.289283382 0.705683455 0.875622890 0.707108728
## [10351] 0.681401553 0.676656031 0.694975352 0.488088839 0.584523943 0.593782629
## [10357] 0.170597603 0.176672273 0.144173939 0.445537388 0.306786159 0.490073730
## [10363] 0.473636387 0.114038830 0.106843065 0.188140962 0.632946848 0.536509816
## [10369] 0.033616479 0.064142034 0.179138426 0.554413180 0.645499812 0.609112059
## [10375] 0.210776984 0.556878221 0.543449008 0.586017902 0.041561365 0.076477517
## [10381] 0.492647888 0.658273528 0.502892795 0.489158612 0.519007015 0.435031099
## [10387] 0.429496438 0.549907544 0.511444650 0.622626410 0.419372123 0.407676403
## [10393] 0.483751636 0.475256373 0.429716566 0.334619817 0.323831880 0.310529880
## [10399] 0.620245244 0.520224635 0.479740788 0.408607920 0.162731520 0.414757007
## [10405] 0.688334380 0.724983548 0.777503773 0.801450553 0.638179699 0.852393828
## [10411] 0.356089417 0.423426651 0.346549345 0.665242624 0.857300735 0.718102824
## [10417] 0.021956982 0.024705286 0.288201146 0.214549694 0.186758603 0.525833189
## [10423] 0.505819290 0.553536440 0.339363020 0.476100934 0.364651462 0.624420150
## [10429] 0.574142026 0.574718168 0.505350250 0.704847394 0.580291037 0.696424029
## [10435] 0.622976838 0.504652322 0.268467649 0.196829047 0.263876345 0.851034502
## [10441] 0.239097727 0.217917316 0.133044535 0.646550989 0.619146222 0.194339304
## [10447] 0.074257179 0.178861803 0.720929026 0.616205053 0.675562215 0.446053710
## [10453] 0.178977285 0.172758798 0.059007002 0.455368200 0.573533476 1.146081012
## [10459] 1.151482437 1.106228586 0.606673157 0.573962934 0.557730535 0.352117272
## [10465] 0.317931206 0.284722122 1.088489858 0.842781091 1.095613231 0.414438592
## [10471] 0.492599217 0.268340969 0.621333107 0.433028900 0.632585109 0.326132538
## [10477] 0.278611465 0.341449548 1.111986930 1.083444900 0.718014251 0.046019217
## [10483] 0.298044987 0.229657265 0.201963277 0.523733631 0.500474841 0.551227506
## [10489] 0.347889761 0.480289633 0.376327784 0.635311681 0.570801277 0.570236899
## [10495] 0.503183876 0.719420068 0.593509270 0.692614110 0.617392486 0.501102878
## [10501] 0.248805421 0.174981744 0.242585536 0.849800104 0.219770764 0.199953899
## [10507] 0.116122400 0.641092333 0.612973979 0.186107839 0.052584632 0.176267701
## [10513] 0.731267624 0.628570304 0.684790090 0.429108267 0.162577604 0.172451081
## [10519] 0.056150217 0.438684296 0.556882383 1.137997439 1.144920731 1.099769727
## [10525] 0.591982078 0.559608731 0.543847089 0.330648090 0.299012693 0.268523075
## [10531] 1.084498536 0.837378988 1.090213127 0.392520319 0.470660571 0.248465185
## [10537] 0.599378559 0.411504126 0.610688638 0.320655306 0.268094483 0.334069482
## [10543] 1.095963840 1.063476163 0.696821874 0.286836697 0.206442417 0.178824103
## [10549] 0.537030806 0.520168461 0.564896942 0.339368256 0.480744156 0.360498364
## [10555] 0.620697910 0.586486370 0.588158081 0.516650873 0.696035184 0.573524097
## [10561] 0.709085862 0.637396739 0.517306925 0.293036868 0.220910876 0.288476670
## [10567] 0.861003957 0.263586278 0.241931438 0.156794844 0.660829779 0.634113007
## [10573] 0.212283714 0.098600957 0.192188821 0.717803384 0.610548973 0.673888727
## [10579] 0.469413969 0.202342400 0.184020263 0.076549382 0.478578039 0.596681135
## [10585] 1.162500408 1.166513862 1.121178656 0.628564530 0.595638202 0.579085118
## [10591] 0.376632299 0.342259525 0.307787637 1.101095328 0.856857453 1.109572853
## [10597] 0.438265615 0.516300567 0.286846005 0.644843206 0.457507643 0.655355052
## [10603] 0.341039172 0.297882246 0.357976565 1.134657715 1.108048903 0.742657044
## [10609] 0.103102157 0.121875667 0.317494048 0.339946003 0.344235589 0.054703075
## [10615] 0.211316077 0.083585630 0.337630344 0.374282386 0.388237389 0.300587945
## [10621] 0.435613076 0.303274183 0.491535996 0.444701824 0.316460831 0.391585861
## [10627] 0.399124339 0.426724905 0.613914567 0.366830600 0.333969026 0.291759229
## [10633] 0.464514881 0.448565692 0.220125987 0.317881903 0.174908801 0.433230125
## [10639] 0.334223143 0.387397689 0.469404808 0.298528636 0.161052779 0.248281473
## [10645] 0.471957923 0.570081679 0.971837382 0.959427776 0.914102561 0.563152257
## [10651] 0.528993283 0.507196877 0.502632990 0.410935570 0.343829490 0.870999571
## [10657] 0.647619138 0.892248589 0.584758920 0.658763626 0.521060902 0.783582303
## [10663] 0.573833395 0.811995761 0.218168757 0.263271542 0.251284728 1.058786642
## [10669] 1.122932934 0.817811356 0.027791854 0.414414162 0.427390415 0.441824225
## [10675] 0.156723497 0.314407285 0.158918884 0.417567090 0.470495999 0.481866906
## [10681] 0.396384768 0.490307924 0.367156568 0.590049595 0.537512519 0.408836679
## [10687] 0.387163107 0.366602806 0.410515176 0.716681850 0.358593745 0.326337937
## [10693] 0.261965888 0.558425060 0.539725134 0.224638867 0.263043524 0.174444232
## [10699] 0.515450846 0.404805921 0.475141468 0.504332625 0.284393639 0.155646096
## [10705] 0.191599425 0.509244173 0.617322064 1.067746119 1.058132443 1.012693716
## [10711] 0.622558086 0.587907419 0.567145790 0.494770949 0.418627983 0.357818922
## [10717] 0.972642287 0.745608144 0.992334265 0.572237584 0.649600633 0.472048651
## [10723] 0.778075999 0.572065482 0.800010157 0.278615285 0.294485238 0.309156997
## [10729] 1.127477145 1.164579486 0.835949095 0.424581269 0.432568352 0.452306475
## [10735] 0.176503424 0.332136596 0.184509398 0.444008246 0.479972011 0.489788291
## [10741] 0.405959702 0.518099476 0.394703799 0.600754753 0.544773007 0.416470213
## [10747] 0.367047624 0.341874330 0.388088199 0.732091791 0.337989430 0.306179130
## [10753] 0.238517044 0.566225319 0.546112026 0.209037030 0.236171769 0.159676810
## [10759] 0.541732720 0.432051867 0.500519926 0.492095448 0.263497651 0.140751869
## [10765] 0.165031886 0.497576743 0.607751666 1.075987590 1.068434811 1.022934701
## [10771] 0.616515229 0.581863599 0.561519590 0.473367318 0.400713640 0.341862180
## [10777] 0.985953251 0.755648133 1.003902120 0.549748358 0.627462355 0.445135883
## [10783] 0.756294161 0.551462504 0.777127755 0.276160225 0.283645563 0.305329292
## [10789] 1.123364720 1.152313964 0.818613929 0.080041219 0.028082404 0.275786937
## [10795] 0.151002435 0.323479753 0.363450017 0.057008986 0.076758689 0.020581166
## [10801] 0.522920479 0.407057075 0.176272274 0.132526458 0.040622179 0.445836636
## [10807] 0.521461856 0.500153551 0.326745773 0.440480378 0.420014636 0.445552005
## [10813] 0.149416961 0.140961598 0.346852325 0.512393361 0.347509734 0.409508451
## [10819] 0.400763710 0.349167216 0.377159120 0.416198515 0.353269424 0.468172882
## [10825] 0.370819663 0.408543205 0.654349229 0.643915906 0.598436514 0.359155516
## [10831] 0.333702651 0.313051919 0.532548264 0.424607891 0.369273800 0.565596999
## [10837] 0.331230038 0.579817305 0.610447604 0.662116653 0.658140397 0.759651990
## [10843] 0.570073516 0.804772774 0.211484051 0.293816188 0.213917572 0.790413884
## [10849] 0.929183247 0.716874871 0.088905671 0.308009548 0.214502018 0.363929623
## [10855] 0.438881586 0.085465282 0.072644616 0.074011357 0.596783980 0.476179213
## [10861] 0.196009540 0.117228298 0.041994028 0.388530360 0.473516518 0.443474125
## [10867] 0.368740278 0.387383336 0.371094637 0.409677183 0.140732336 0.115009050
## [10873] 0.316010129 0.481612655 0.328010817 0.488788363 0.473703734 0.428283245
## [10879] 0.300515775 0.374611906 0.337717620 0.446900428 0.293483553 0.328666608
## [10885] 0.646629247 0.646600511 0.601195455 0.281765164 0.255001914 0.233962733
## [10891] 0.466936291 0.361089170 0.312166186 0.585269113 0.336982746 0.589830075
## [10897] 0.542057428 0.589866024 0.607910908 0.683540677 0.498627544 0.729814284
## [10903] 0.179833326 0.248280287 0.170192727 0.733431353 0.854798774 0.636928892
## [10909] 0.301396940 0.169355628 0.347247712 0.370532936 0.033373909 0.059793743
## [10915] 0.048248332 0.530983719 0.419236406 0.148450324 0.111705481 0.057917691
## [10921] 0.467587567 0.545644121 0.522174470 0.299966840 0.463353806 0.443814837
## [10927] 0.471662075 0.126173437 0.122485858 0.373388723 0.539208165 0.375067277
## [10933] 0.410260344 0.410084257 0.350583121 0.389416961 0.441390386 0.381060431
## [10939] 0.495757580 0.382370577 0.412318192 0.627718594 0.616344757 0.570888049
## [10945] 0.358301123 0.334838225 0.315009463 0.551546273 0.444280301 0.390907450
## [10951] 0.537521675 0.303800219 0.551885845 0.628264047 0.677832629 0.681975861
## [10957] 0.772437383 0.586237945 0.818578086 0.237298088 0.317906478 0.237821918
## [10963] 0.775285000 0.923914548 0.723096949 0.158519211 0.063641142 0.291706697
## [10969] 0.332782185 0.349418958 0.260493789 0.402195214 0.267331096 0.446629004
## [10975] 0.406185162 0.279973796 0.416961743 0.436093372 0.456597144 0.562507766
## [10981] 0.394519607 0.362302630 0.330181114 0.424742104 0.411628215 0.248290939
## [10987] 0.363812058 0.208781428 0.385261652 0.293621097 0.337045242 0.472704908
## [10993] 0.330755868 0.198163434 0.296140013 0.473826238 0.564456882 0.928569373
## [10999] 0.913375306 0.868217449 0.549755170 0.516339788 0.494136553 0.527567041
## [11005] 0.430106760 0.361661299 0.821456901 0.602814594 0.844711302 0.610829181
## [11011] 0.682585890 0.562672588 0.804758642 0.594983029 0.836090001 0.214143582
## [11017] 0.275284886 0.246973534 1.036306611 1.117270648 0.826745575 0.188214413
## [11023] 0.234409889 0.202720546 0.227107283 0.144652626 0.386634414 0.262093823
## [11029] 0.301477923 0.281044073 0.174594735 0.479304359 0.528653936 0.528607582
## [11035] 0.404365832 0.464689532 0.436740981 0.432810984 0.294838169 0.291123067
## [11041] 0.335267212 0.484343736 0.314034601 0.303553297 0.263143922 0.244403927
## [11047] 0.469579569 0.417824651 0.311461738 0.424874701 0.466505184 0.529557616
## [11053] 0.782848174 0.762254989 0.717529905 0.492807845 0.463526664 0.441555652
## [11059] 0.582119747 0.474671111 0.408809361 0.664997798 0.455747316 0.691167848
## [11065] 0.665105943 0.727911682 0.664043357 0.838991086 0.635736478 0.878277155
## [11071] 0.232331286 0.319430303 0.254615733 0.941189074 1.067727888 0.824553638
## [11077] 0.260205194 0.379827412 0.399210174 0.310266295 0.352027778 0.220073272
## [11083] 0.487780276 0.455727451 0.332824160 0.472405108 0.482704372 0.509173558
## [11089] 0.588703283 0.448496094 0.415796408 0.375342438 0.472799748 0.462659298
## [11095] 0.301540970 0.399469437 0.257813211 0.357538844 0.252586659 0.316223035
## [11101] 0.535899051 0.381403601 0.244469478 0.328896391 0.537187054 0.628035250
## [11107] 0.970052598 0.950462760 0.905711509 0.612353786 0.579123510 0.556870103
## [11113] 0.583421476 0.488759058 0.420737307 0.851611423 0.643073481 0.879204404
## [11119] 0.666079722 0.739205811 0.604079246 0.862837032 0.652930623 0.892639786
## [11125] 0.277691870 0.336165048 0.310575591 1.095401613 1.180758701 0.889150414
## [11131] 0.399985287 0.429489163 0.364993916 0.160828296 0.088308059 0.454129023
## [11137] 0.473133853 0.396979611 0.694587125 0.725621410 0.739295420 0.470198442
## [11143] 0.675651752 0.644862334 0.620989442 0.478679851 0.487632632 0.533608242
## [11149] 0.654840439 0.498691482 0.098188799 0.050116278 0.075139569 0.703463732
## [11155] 0.617675103 0.489339889 0.585856288 0.700669438 0.762251699 0.895708662
## [11161] 0.854992206 0.814252476 0.720622098 0.693091125 0.671549209 0.802208840
## [11167] 0.697655849 0.629734765 0.729390385 0.583926893 0.774883601 0.885965483
## [11173] 0.952784535 0.854131977 1.067984423 0.861665031 1.104933858 0.457401706
## [11179] 0.539320371 0.483565479 1.137235315 1.292607065 1.058943486 0.030219687
## [11185] 0.074113361 0.560715838 0.451006356 0.122826889 0.078386134 0.069799526
## [11191] 0.473290821 0.555861356 0.528182536 0.286010799 0.471158009 0.453535500
## [11197] 0.486707928 0.093087835 0.089752477 0.389965863 0.556220934 0.395288457
## [11203] 0.435461341 0.440620877 0.376485796 0.381409185 0.454186460 0.402473685
## [11209] 0.515840876 0.373514886 0.394440376 0.597671143 0.588582436 0.543060990
## [11215] 0.336185466 0.314754862 0.295887475 0.552334735 0.446542611 0.396750555
## [11221] 0.514616996 0.275763455 0.525966397 0.627019378 0.673411015 0.691184150
## [11227] 0.763901023 0.582669756 0.811305662 0.252794413 0.328873762 0.249166786
## [11233] 0.742981699 0.897131245 0.706925892 0.089099691 0.590126999 0.479028994
## [11239] 0.123628200 0.056767051 0.073365840 0.459864678 0.546066526 0.514827243
## [11245] 0.296815402 0.459518833 0.443652658 0.481698656 0.076559321 0.064208899
## [11251] 0.386955623 0.552969629 0.396115007 0.465680467 0.469609079 0.406680885
## [11257] 0.358314146 0.447131920 0.404601938 0.516001936 0.349921981 0.366144536
## [11263] 0.586203115 0.581218966 0.535691502 0.306545624 0.285752721 0.267271618
## [11269] 0.534789086 0.430447172 0.383782747 0.514377388 0.269293766 0.521590728
## [11275] 0.607836545 0.651983236 0.680185817 0.739834323 0.561951636 0.787946789
## [11281] 0.249965060 0.320871762 0.242406375 0.715705699 0.866943879 0.679069285
## [11287] 0.523305532 0.404430242 0.195467118 0.145826551 0.032022433 0.427304405
## [11293] 0.501727677 0.481452281 0.347319339 0.421377493 0.400479425 0.425135999
## [11299] 0.164346704 0.152422771 0.326344178 0.491833903 0.326972476 0.415513441
## [11305] 0.400452330 0.354904799 0.364517895 0.396082666 0.332832209 0.447645261
## [11311] 0.358666077 0.401647627 0.671651530 0.662495057 0.616987038 0.355739016
## [11317] 0.328951495 0.307804904 0.515484242 0.407241846 0.350861889 0.585595646
## [11323] 0.349691768 0.599081802 0.594023021 0.646921230 0.638530675 0.746226751
## [11329] 0.554666668 0.790682626 0.191213954 0.274216359 0.194498909 0.797114515
## [11335] 0.928155121 0.707810466 0.135430793 0.612136688 0.633929042 0.555129236
## [11341] 0.818751149 0.834713161 0.858729064 0.609068412 0.796698644 0.764494417
## [11347] 0.727369056 0.639192565 0.648460557 0.650397975 0.748053734 0.608969427
## [11353] 0.169509753 0.123511195 0.205001751 0.849350112 0.732146493 0.596281186
## [11359] 0.676496593 0.847615789 0.916109161 1.038081125 0.991222635 0.952551151
## [11365] 0.877987280 0.849534521 0.827716951 0.928949551 0.828706852 0.760055235
## [11371] 0.857953321 0.735365540 0.909451447 1.012466438 1.083036883 0.954879130
## [11377] 1.202834593 0.993927919 1.236372649 0.595304018 0.670864033 0.624238220
## [11383] 1.297422843 1.451460607 1.206569694 0.520468157 0.527608534 0.435484734
## [11389] 0.683466925 0.701630092 0.723913068 0.552850809 0.661647587 0.629556199
## [11395] 0.594636301 0.536254503 0.540575117 0.515621080 0.619061906 0.475072528
## [11401] 0.172324214 0.045763314 0.163156851 0.716767584 0.597851648 0.462980051
## [11407] 0.548040461 0.715490001 0.788336095 0.975001760 0.937193995 0.895711317
## [11413] 0.754675374 0.724938965 0.702834081 0.793575117 0.693313829 0.624657618
## [11419] 0.814336619 0.658078482 0.857898888 0.877124158 0.947606123 0.824150887
## [11425] 1.067541116 0.858541195 1.100944252 0.461027297 0.535575792 0.490537076
## [11431] 1.193761422 1.329759552 1.074191350 0.092061136 0.191805490 0.579633060
## [11437] 0.668487995 0.634494545 0.180401250 0.580878662 0.566165788 0.605317850
## [11443] 0.072178869 0.106680734 0.510219379 0.676360586 0.517575030 0.464431899
## [11449] 0.500641063 0.411821009 0.460198294 0.570620619 0.525110938 0.637947652
## [11455] 0.450302846 0.441020844 0.482447017 0.468108359 0.422702896 0.368219802
## [11461] 0.357179433 0.343601740 0.648456592 0.547070999 0.504281588 0.392073277
## [11467] 0.156209796 0.403616885 0.717785030 0.755850478 0.801669601 0.833817250
## [11473] 0.668413124 0.884493180 0.373041838 0.444258012 0.366024038 0.688769625
## [11479] 0.888107111 0.751673941 0.128709401 0.490283301 0.581809497 0.544972958
## [11485] 0.272462323 0.492927510 0.479896492 0.524266239 0.023933951 0.017665248
## [11491] 0.432365379 0.597300326 0.445235595 0.501284086 0.515371374 0.443932213
## [11497] 0.368463007 0.487311425 0.454800189 0.564033275 0.358731555 0.356230727
## [11503] 0.531543187 0.529502842 0.484067354 0.288108451 0.272917247 0.257404644
## [11509] 0.556747742 0.456209413 0.415699508 0.470325196 0.220006264 0.472821765
## [11515] 0.625731599 0.664135314 0.713485961 0.744060832 0.576430185 0.794160229
## [11521] 0.296882886 0.360931173 0.285203118 0.666191864 0.832766601 0.669045922
## [11527] 0.409703831 0.488743893 0.464322849 0.354441437 0.405744175 0.386696432
## [11533] 0.417328707 0.149759466 0.132151839 0.320244267 0.486482893 0.325793013
## [11539] 0.447123743 0.432173552 0.386564477 0.336537626 0.385609073 0.333371476
## [11545] 0.446248295 0.330209902 0.370094160 0.659520328 0.654219893 0.608682626
## [11551] 0.323720481 0.296972375 0.275876077 0.494028323 0.386545879 0.333019312
## [11557] 0.583874362 0.341869553 0.593539323 0.571248967 0.622071334 0.624782535
## [11563] 0.719070069 0.530160370 0.764308010 0.183156299 0.261143761 0.181095999
## [11569] 0.769118506 0.896349043 0.677185758 0.107162126 0.054963003 0.756652400
## [11575] 0.030305941 0.060875271 0.140271299 0.513515300 0.479684993 0.171523685
## [11581] 0.198962629 0.219275377 0.777837935 0.705851071 0.721022088 0.194629354
## [11587] 0.104066046 0.236223786 0.231742887 0.206114923 0.320939344 0.965416460
## [11593] 0.986991053 0.943713773 0.371227500 0.343181993 0.332733179 0.111061176
## [11599] 0.053729623 0.076687971 0.953936482 0.699620692 0.945011478 0.193883022
## [11605] 0.267207953 0.224733541 0.393217476 0.185077947 0.420418078 0.248951343
## [11611] 0.160307025 0.234783604 0.859526256 0.815035788 0.456579428 0.074468037
## [11617] 0.841727166 0.091814210 0.102423609 0.107612215 0.605504870 0.572720231
## [11623] 0.194255782 0.122672572 0.227350979 0.815129294 0.729698734 0.761570129
## [11629] 0.301239862 0.110831103 0.238652261 0.181406941 0.312912513 0.426319551
## [11635] 1.069496192 1.088704034 1.044970908 0.478366345 0.450298562 0.439552671
## [11641] 0.157976267 0.159868879 0.169146187 1.049886757 0.795958212 1.044134378
## [11647] 0.217858628 0.296253135 0.137255413 0.425416106 0.237974784 0.439723696
## [11653] 0.312391787 0.227742331 0.307822274 0.962941065 0.899527061 0.524916643
## [11659] 0.811612247 0.064040806 0.094588902 0.150521515 0.568140637 0.534203415
## [11665] 0.208331089 0.190147189 0.251910606 0.824572182 0.748282819 0.768577378
## [11671] 0.235144009 0.128733522 0.267017233 0.238127218 0.247292661 0.357026685
## [11677] 1.015113157 1.038430466 0.995432803 0.413800971 0.387670172 0.378963538
## [11683] 0.088779426 0.096762301 0.131455067 1.007638140 0.753345134 0.997715748
## [11689] 0.161725493 0.239423041 0.171950630 0.368536152 0.169773012 0.389630828
## [11695] 0.300428908 0.211639682 0.288122262 0.890969275 0.825694316 0.454258756
## [11701] 0.756122890 0.739343433 0.771432955 0.251878392 0.286736515 0.673355451
## [11707] 0.839110362 0.673552389 0.441971046 0.520312330 0.406334234 0.640218214
## [11713] 0.739989748 0.678283524 0.793984074 0.630141141 0.613219233 0.429107147
## [11719] 0.384794212 0.344410501 0.536366412 0.529816296 0.518340376 0.828410408
## [11725] 0.726027079 0.680595722 0.265549021 0.162645826 0.305048351 0.898178110
## [11731] 0.935753705 0.976607464 1.010859984 0.848702374 1.062329139 0.537018049
## [11737] 0.614883247 0.535111258 0.763652157 1.012003066 0.918717599 0.032987025
## [11743] 0.110016024 0.516462663 0.483224921 0.146955315 0.170786472 0.193057154
## [11749] 0.760599041 0.685284246 0.704544086 0.217100119 0.074538583 0.209388396
## [11755] 0.201479525 0.228048701 0.344636265 0.977747151 0.996970733 0.953293187
## [11761] 0.391032548 0.361741329 0.349923228 0.137002929 0.079692661 0.077861655
## [11767] 0.959591135 0.705446761 0.952880804 0.217993247 0.293138859 0.220792620
## [11773] 0.420323773 0.213519896 0.445740346 0.237529145 0.149018317 0.227105914
## [11779] 0.884166021 0.844694786 0.486844119 0.085358367 0.503652966 0.471147641
## [11785] 0.114318281 0.154362541 0.160071548 0.730700468 0.653702635 0.675126381
## [11791] 0.229866818 0.043888795 0.176431453 0.175504672 0.239910756 0.357905317
## [11797] 0.974287796 0.990777668 0.946695086 0.398480333 0.367719471 0.354224440
## [11803] 0.169921096 0.101626152 0.074399709 0.948727721 0.695125718 0.944392202
## [11809] 0.250940922 0.326103969 0.238169585 0.453133152 0.245766900 0.478726480
## [11815] 0.213071043 0.126283584 0.206114777 0.897654972 0.868938368 0.515967105
## [11821] 0.548195307 0.517829650 0.100076880 0.076715171 0.122563038 0.712007114
## [11827] 0.623487858 0.659779234 0.313138385 0.046554813 0.132058987 0.091472151
## [11833] 0.322612239 0.440810788 1.034871625 1.046208419 1.001472421 0.476616201
## [11839] 0.444608848 0.429439851 0.237902571 0.186577107 0.152438199 0.994453693
## [11845] 0.743395698 0.995325102 0.311668239 0.389764990 0.233784697 0.519012951
## [11851] 0.317967257 0.538657215 0.234416396 0.164435780 0.239505578 0.979848701
## [11857] 0.953785455 0.596258397 0.034949251 0.456177029 0.621189179 0.468647002
## [11863] 0.502234026 0.522126985 0.445962587 0.388353162 0.511231107 0.478020145
## [11869] 0.587627218 0.378343903 0.370451351 0.509779059 0.506413160 0.460942388
## [11875] 0.299669046 0.286718867 0.272376747 0.578692297 0.478866584 0.439140390
## [11881] 0.446393272 0.196288648 0.449133567 0.646840663 0.683942033 0.736938114
## [11887] 0.761729278 0.596868879 0.812330227 0.320515025 0.384859181 0.309099565
## [11893] 0.658773636 0.835207400 0.682281269 0.427385221 0.591530617 0.442161409
## [11899] 0.517427666 0.529296257 0.459771275 0.353560313 0.479976834 0.452354178
## [11905] 0.560147944 0.343626614 0.338936215 0.531654966 0.532411248 0.487108258
## [11911] 0.270475654 0.255523788 0.240241531 0.543861671 0.444411930 0.405713624
## [11917] 0.477832845 0.225566065 0.477830003 0.611891413 0.649191749 0.703461531
## [11923] 0.727895832 0.561974863 0.778236613 0.293114996 0.353892890 0.279620695
## [11929] 0.653274790 0.816025407 0.651617554 0.166263374 0.050334728 0.621643855
## [11935] 0.540638028 0.567538516 0.285296409 0.084254014 0.068999737 0.135929020
## [11941] 0.291751799 0.405774432 0.952049477 0.958955385 0.913851116 0.425683296
## [11947] 0.391687854 0.373478451 0.282534980 0.195455718 0.133186056 0.901160365
## [11953] 0.652332552 0.905041865 0.364694710 0.438731591 0.328786497 0.564245384
## [11959] 0.354963420 0.591889001 0.137252920 0.087251129 0.148030872 0.934944050
## [11965] 0.944444991 0.611536652 0.171101656 0.749073076 0.651827368 0.699985489
## [11971] 0.384176506 0.122024101 0.173020276 0.071796543 0.394273085 0.512231820
## [11977] 1.110967001 1.121318670 1.076459963 0.551375913 0.519818588 0.505135533
## [11983] 0.278085047 0.250461551 0.226260072 1.066879734 0.816972868 1.069336836
## [11989] 0.340453384 0.418739611 0.209005214 0.547689617 0.358923972 0.560144137
## [11995] 0.303506903 0.239687522 0.312102314 1.052013931 1.012493794 0.644405811
## [12001] 0.589445001 0.502402505 0.537346663 0.332806348 0.123632239 0.018933484
## [12007] 0.120697870 0.338651318 0.450760306 0.971703443 0.974487823 0.929122664
## [12013] 0.465798701 0.431406804 0.412233796 0.329800933 0.245583017 0.183410462
## [12019] 0.909646393 0.664674307 0.917410846 0.410951448 0.486068021 0.356316147
## [12025] 0.612487112 0.403748240 0.638797453 0.149445492 0.127111353 0.169460565
## [12031] 0.975018333 0.992798709 0.661867302 0.126561626 0.060715361 0.770145448
## [12037] 0.705897338 0.581217881 0.680922119 0.766161183 0.817160554 0.870995633
## [12043] 0.822463383 0.784297447 0.768096389 0.743203555 0.722532935 0.883337896
## [12049] 0.776885423 0.710011295 0.688468854 0.575414736 0.740484578 0.966777146
## [12055] 1.030990681 0.945704128 1.142505631 0.938999597 1.181742634 0.534619708
## [12061] 0.619795793 0.558072677 1.153189036 1.332367676 1.121337619 0.121504875
## [12067] 0.727565360 0.623911411 0.491438218 0.581460009 0.725522187 0.792665873
## [12073] 0.945607595 0.905105514 0.864338853 0.754654648 0.726075753 0.704237826
## [12079] 0.815020095 0.712603053 0.644136522 0.779323576 0.632798658 0.824995012
## [12085] 0.898777896 0.967657063 0.854891508 1.085489506 0.877529603 1.120584716
## [12091] 0.475824057 0.554175453 0.503837024 1.180885177 1.328495089 1.084457865
## [12097] 0.709723440 0.651700215 0.530108332 0.633128841 0.705651263 0.756547641
## [12103] 0.834623795 0.790353844 0.750656803 0.708012192 0.682863353 0.662115809
## [12109] 0.825615480 0.718680037 0.652218853 0.661243595 0.530508302 0.709337191
## [12115] 0.908877702 0.972291471 0.893547944 1.082945169 0.880139690 1.122633108
## [12121] 0.476270235 0.562231871 0.499009123 1.100129523 1.273615389 1.060639016
## [12127] 0.267098795 0.351625593 0.397977573 0.012503235 0.128058961 0.787956573
## [12133] 0.817520963 0.776081128 0.178741283 0.154173232 0.148820347 0.206692827
## [12139] 0.141371525 0.161999473 0.802502203 0.551790653 0.784146971 0.262432144
## [12145] 0.295673299 0.401535857 0.383028498 0.209224035 0.429896535 0.259381121
## [12151] 0.210313269 0.227679073 0.667896293 0.660322265 0.357426985 0.138311130
## [12157] 0.133025852 0.276396717 0.394574362 0.992651922 1.005736204 0.961209092
## [12163] 0.430125626 0.398215352 0.383238452 0.210437704 0.144808455 0.105947325
## [12169] 0.957575013 0.705320001 0.956455343 0.289365048 0.365861959 0.247092659
## [12175] 0.493859457 0.287965426 0.517539516 0.205098925 0.126486450 0.205100055
## [12181] 0.933399033 0.911700788 0.559842287 0.116307355 0.357394219 0.469164880
## [12187] 0.982867722 0.984292654 0.938866404 0.483167122 0.448708304 0.429326300
## [12193] 0.346346836 0.263837469 0.202172911 0.917088669 0.673664725 0.926183633
## [12199] 0.426933492 0.502527221 0.364805993 0.629383194 0.421027252 0.654972603
## [12205] 0.161041681 0.145171661 0.183231958 0.992209520 1.011677606 0.680485100
## [12211] 0.406602827 0.524305688 1.087216015 1.092476470 1.047224882 0.553534669
## [12217] 0.520345104 0.503445376 0.326674001 0.277129784 0.235988446 1.029974517
## [12223] 0.783877610 1.036719006 0.396578177 0.475130093 0.280605208 0.604622675
## [12229] 0.407378850 0.620893475 0.267165967 0.221338186 0.282549910 1.060770682
## [12235] 1.044432319 0.687502172 0.118199263 0.775470901 0.805162485 0.763771655
## [12241] 0.166517066 0.141691914 0.136368466 0.219082509 0.153070459 0.170842243
## [12247] 0.790698040 0.540284075 0.772025503 0.273952459 0.305612565 0.413973977
## [12253] 0.390437565 0.220097793 0.438026289 0.259971498 0.214823665 0.227800367
## [12259] 0.657748733 0.655377607 0.358963294 0.693467137 0.732328969 0.693652869
## [12265] 0.081784620 0.083844744 0.099260041 0.311616092 0.267235910 0.288894827
## [12271] 0.737148636 0.498016505 0.709177935 0.345389807 0.352630567 0.516202441
## [12277] 0.402588631 0.285394206 0.456488372 0.352332175 0.324282924 0.319108045
## [12283] 0.539851253 0.553155098 0.313374581 0.084421199 0.096292472 0.616747735
## [12289] 0.634927269 0.639243448 0.994039908 0.918426189 0.901537182 0.223041902
## [12295] 0.327100863 0.151676605 1.037990007 1.043875082 1.186247073 1.069671785
## [12301] 0.978457303 1.125705231 0.822272342 0.871510133 0.804670716 0.492562505
## [12307] 0.829269608 0.915148606 0.045540103 0.652913232 0.667427417 0.669077343
## [12313] 1.024201376 0.942392204 0.919664206 0.148175499 0.312819562 0.082770257
## [12319] 1.073399971 1.084832123 1.210329765 1.118953815 1.014812686 1.174863799
## [12325] 0.825524868 0.881831162 0.810924791 0.574561999 0.906911987 0.971924146
## [12331] 0.613601679 0.627024936 0.627974188 0.982668327 0.899593138 0.875867898
## [12337] 0.127746656 0.267301585 0.055903917 1.033179246 1.046283316 1.167373529
## [12343] 1.083442027 0.974920051 1.139240271 0.780220686 0.837062363 0.765826620
## [12349] 0.566700759 0.891218103 0.940079395 0.034659955 0.055957942 0.379807706
## [12355] 0.318949265 0.325157516 0.655394246 0.416904276 0.628027401 0.421402067
## [12361] 0.433157418 0.579652692 0.483854439 0.362226376 0.538005392 0.346593004
## [12367] 0.339409439 0.314438648 0.509379646 0.575256682 0.383612022 0.022374549
## [12373] 0.359177349 0.291796631 0.293903487 0.662515908 0.418756354 0.638630905
## [12379] 0.406158609 0.423852256 0.555586536 0.483379158 0.348191844 0.536426468
## [12385] 0.312145288 0.305204634 0.279902333 0.543645328 0.605978361 0.396143851
## [12391] 0.355395731 0.282465365 0.280008783 0.659186672 0.412614813 0.637639604
## [12397] 0.406356197 0.428119919 0.548389398 0.492942640 0.349509372 0.545231517
## [12403] 0.290721140 0.286620042 0.258677904 0.562900256 0.628301201 0.412634395
## [12409] 0.108819706 0.173398134 1.006090651 0.753465426 0.989905527 0.083791308
## [12415] 0.156280456 0.206936982 0.283451325 0.081022902 0.309363067 0.349828392
## [12421] 0.263552701 0.330518014 0.830327664 0.743801776 0.366982525 0.068662434
## [12427] 0.914422549 0.660369413 0.902827487 0.190600416 0.255202473 0.268080507
## [12433] 0.374704911 0.165232141 0.407986912 0.242416740 0.158503773 0.221937149
## [12439] 0.805846762 0.767330456 0.417976426 0.881772833 0.627603752 0.875096975
## [12445] 0.256771275 0.323528262 0.297797724 0.443295136 0.233894123 0.476523424
## [12451] 0.176655423 0.090434561 0.159541603 0.827453854 0.814692711 0.478704355
## [12457] 0.254315812 0.071860990 1.064379403 1.086368164 1.178610864 1.136839525
## [12463] 1.008497653 1.191821809 0.764329788 0.831245466 0.755081265 0.684207920
## [12469] 0.996664474 1.007829428 0.252848748 0.814212430 0.840610077 0.924299478
## [12475] 0.900600785 0.759667885 0.954401360 0.516797022 0.579399271 0.504915813
## [12481] 0.601879652 0.852966141 0.788987350 1.043984436 1.061099417 1.169521603
## [12487] 1.104331241 0.986685072 1.159831883 0.769645482 0.831042884 0.757434559
## [12493] 0.617191574 0.936064072 0.967321496 0.078575355 0.215348863 0.208050777
## [12499] 0.060447756 0.228174719 0.432777882 0.347095474 0.412429630 0.834507986
## [12505] 0.712258321 0.323049682 0.279117005 0.129493973 0.092624725 0.153507160
## [12511] 0.496466809 0.413698713 0.473463345 0.803489377 0.653526974 0.260709506
## [12517] 0.394681197 0.263979917 0.391217481 0.449619498 0.364329603 0.444272491
## [12523] 1.036426218 0.927507666 0.536994439 0.209906512 0.056034282 0.610614850
## [12529] 0.531972110 0.584947140 0.770840260 0.570195518 0.190298762 0.243273235
## [12535] 0.404741167 0.323372083 0.381174055 0.777313806 0.669291409 0.287420897
## [12541] 0.647879027 0.566425863 0.623677271 0.822126899 0.607850732 0.239543334
## [12547] 0.088815905 0.033225374 0.848955148 0.905458469 0.615557653 0.080092439
## [12553] 0.848788574 0.870201093 0.554559695 0.818424360 0.872233148 0.584566543
## [12559] 0.352480164 0.582823451 0.392945393
## 
## $yf
##     [1] 0.35724635 0.39873151 0.43747980 0.09069718 0.09069718 0.38257526
##     [7] 0.31821820 0.35724635 0.38257526 0.33989433 0.35693451 0.21996063
##    [13] 0.73759160 0.63587863 0.41491011 0.11218029 0.12334087 0.94309314
##    [19] 0.82602712 0.80957053 0.15991883 0.23806932 0.15991883 0.66491950
##    [25] 0.73759160 0.89355214 0.63587863 0.55887947 0.55887947 0.12334087
##    [31] 0.11218029 0.15991883 0.09731335 0.09261021 0.12334087 0.38257526
##    [37] 0.47910275 0.31821820 0.15439714 0.13030766 0.15991883 0.38257526
##    [43] 0.35693451 0.38257526 0.54375418 0.73759160 0.73759160 0.13710306
##    [49] 0.12334087 0.11218029 0.55727791 0.73759160 0.55727791 0.43502483
##    [55] 0.33989433 0.42928819 0.73759160 0.66491950 0.73759160 0.13710306
##    [61] 0.17274585 0.09731335 0.90476083 1.04075255 0.94309314 0.61142800
##    [67] 0.55727791 0.63587863 0.66491950 0.89355214 0.77434366 0.51519934
##    [73] 0.47099944 0.50467602 0.23806932 0.23319718 0.23319718 0.12334087
##    [79] 0.33989433 0.25206591 0.32431779 0.15991883 0.31821820 0.34499401
##    [85] 0.35693451 0.38257526 0.47099944 0.10288034 0.10288034 0.12334087
##    [91] 0.35724635 0.47099944 0.58904543 0.55727791 0.47099944 0.22439058
##    [97] 0.35724635 0.35724635 0.31270008 0.38257526 0.35724635 0.15991883
##   [103] 0.16895099 0.16895099 0.17274585 0.38257526 0.32431779 0.26570038
##   [109] 0.22439058 0.22439058 0.51519934 0.47099944 0.43747980 0.61951311
##   [115] 0.50622667 0.55887947 0.47099944 0.51519934 0.55727791 0.48829134
##   [121] 0.43747980 0.51519934 0.42932506 0.51519934 0.35724635 0.17274585
##   [127] 0.21996063 0.15439714 0.51519934 0.50622667 0.38257526 0.55727791
##   [133] 0.63587863 0.73759160 0.95895943 0.94309314 0.79565122 0.61142800
##   [139] 0.58904543 0.47910275 0.73759160 0.54375418 0.43747980 0.77434366
##   [145] 0.51519934 0.73759160 0.83902879 0.89355214 0.66491950 0.94309314
##   [151] 0.80957053 0.90753275 0.30515633 0.42928819 0.34499401 0.94309314
##   [157] 0.94728210 0.90753275 0.09731335 0.09261021 0.32431779 0.31297476
##   [163] 0.35724635 0.26570038 0.35724635 0.33989433 0.34499401 0.33989433
##   [169] 0.30515633 0.54375418 0.77434366 0.42928819 0.38257526 0.30515633
##   [175] 0.90753275 0.63587863 0.73759160 0.33989433 0.50622667 0.41491011
##   [181] 0.33989433 0.38863356 0.54375418 0.38257526 0.30946847 0.31821820
##   [187] 0.33996715 0.38257526 0.55887947 0.31821820 0.32431779 0.31821820
##   [193] 0.47910275 0.33996715 0.42928819 0.47099944 0.33989433 0.38257526
##   [199] 0.25199394 0.13622617 0.13622617 0.30946847 0.41491011 0.25199394
##   [205] 0.28397052 0.31270008 0.47910275 0.25199394 0.43747980 0.28397052
##   [211] 0.12334087 0.12334087 0.12334087 0.30515633 0.23920196 0.48829134
##   [217] 0.31821820 0.31821820 0.35724635 1.01942238 1.11653790 1.01942238
##   [223] 0.38257526 0.30515633 0.33989433 0.90753275 0.82602712 0.90476083
##   [229] 0.25206591 0.30515633 0.25199394 0.25199394 0.34499401 0.38257526
##   [235] 0.30515633 0.25199394 0.25199394 0.31821820 0.47099944 0.47910275
##   [241] 0.26570038 0.35724635 0.35693451 0.31821820 0.35724635 0.33996715
##   [247] 0.43502483 0.34499401 0.43747980 0.25199394 0.15991883 0.17274585
##   [253] 0.32431779 0.31821820 0.35724635 0.23920196 0.21996063 0.23920196
##   [259] 0.33996715 0.34499401 0.35724635 0.41491011 0.28397052 0.31821820
##   [265] 0.15991883 0.77434366 0.47099944 0.42932506 0.47099944 0.35724635
##   [271] 0.25206591 0.39873151 0.32431779 0.50622667 0.13622617 0.21996063
##   [277] 0.23920196 0.38257526 0.25206591 0.11218029 0.09731335 0.12334087
##   [283] 0.50622667 0.50467602 0.50622667 0.35724635 0.16895099 0.15439714
##   [289] 0.10288034 0.31821820 0.43747980 0.94309314 1.01942238 0.90753275
##   [295] 0.43502483 0.50467602 0.48829134 0.35693451 0.35724635 0.25206591
##   [301] 0.89355214 0.66491950 0.90753275 0.43502483 0.43502483 0.47099944
##   [307] 0.73759160 0.38257526 0.73759160 0.09731335 0.12334087 0.11218029
##   [313] 0.94309314 1.04075255 0.61142800 0.09731335 0.42928819 0.33989433
##   [319] 0.54375418 0.35693451 0.35724635 0.30515633 0.34499401 0.30515633
##   [325] 0.31821820 0.58904543 0.73759160 0.42928819 0.38257526 0.30515633
##   [331] 1.01942238 0.73759160 0.90476083 0.38863356 0.50467602 0.31821820
##   [337] 0.51519934 0.47099944 0.66491950 0.43502483 0.51519934 0.58904543
##   [343] 0.38257526 0.35693451 0.55727791 0.31821820 0.32431779 0.28397052
##   [349] 0.38257526 0.30515633 0.43747980 0.47099944 0.39873151 0.32431779
##   [355] 0.15991883 0.17274585 0.17274585 0.47099944 0.58904543 0.47099944
##   [361] 0.34499401 0.35724635 0.47099944 0.26570038 0.35724635 0.17274585
##   [367] 0.10288034 0.11218029 0.12334087 0.25199394 0.34499401 0.55887947
##   [373] 0.38257526 0.31821820 0.35724635 1.04035999 1.16053292 1.07181792
##   [379] 0.50467602 0.30515633 0.43747980 1.01942238 0.90753275 0.94309314
##   [385] 0.21996063 0.22439058 0.12334087 0.38257526 0.43747980 0.47099944
##   [391] 0.30515633 0.50622667 0.41491011 0.50622667 0.50467602 0.51519934
##   [397] 0.26570038 0.47099944 0.38257526 0.25206591 0.31821820 0.30515633
##   [403] 0.35724635 0.30515633 0.26570038 0.35693451 0.17274585 0.12334087
##   [409] 0.35693451 0.35724635 0.33996715 0.25199394 0.17274585 0.17274585
##   [415] 0.30515633 0.43747980 0.38863356 0.50622667 0.28397052 0.34499401
##   [421] 0.15991883 0.66491950 0.50467602 0.33989433 0.38257526 0.31821820
##   [427] 0.23920196 0.25206591 0.25199394 0.54375418 0.30515633 0.35724635
##   [433] 0.42928819 0.41491011 0.35693451 0.15991883 0.12334087 0.12334087
##   [439] 0.58904543 0.47099944 0.50467602 0.47910275 0.12334087 0.15991883
##   [445] 0.15991883 0.47099944 0.63587863 1.04075255 1.07181792 0.94728210
##   [451] 0.54375418 0.63587863 0.63587863 0.38257526 0.28397052 0.21996063
##   [457] 1.01942238 0.80957053 1.01942238 0.39873151 0.61951311 0.51519934
##   [463] 0.73759160 0.43747980 0.77434366 0.17274585 0.17274585 0.21996063
##   [469] 1.01942238 1.04075255 0.66491950 0.43502483 0.35693451 0.38257526
##   [475] 0.25206591 0.33989433 0.21996063 0.28397052 0.31821820 0.42928819
##   [481] 0.63587863 0.82602712 0.39873151 0.42932506 0.31821820 1.01942238
##   [487] 0.63587863 0.90753275 0.43747980 0.55727791 0.42932506 0.35693451
##   [493] 0.34499401 0.47910275 0.35724635 0.31821820 0.33996715 0.42932506
##   [499] 0.39873151 0.58904543 0.38863356 0.43747980 0.41491011 0.43502483
##   [505] 0.32431779 0.32431779 0.47099944 0.51519934 0.43502483 0.15991883
##   [511] 0.21996063 0.12334087 0.30515633 0.42932506 0.31821820 0.33989433
##   [517] 0.42928819 0.61142800 0.15991883 0.35693451 0.15991883 0.10288034
##   [523] 0.11218029 0.09731335 0.16895099 0.21996063 0.47099944 0.38863356
##   [529] 0.35724635 0.51519934 1.04075255 1.16053292 1.07343087 0.41491011
##   [535] 0.41491011 0.54375418 1.07181792 0.94309314 0.91242470 0.31821820
##   [541] 0.21996063 0.17274585 0.43747980 0.47099944 0.51519934 0.38863356
##   [547] 0.35724635 0.38863356 0.35724635 0.63587863 0.80957053 0.34499401
##   [553] 0.35693451 0.31821820 0.25199394 0.41491011 0.51519934 0.47856672
##   [559] 0.28397052 0.25206591 0.31821820 0.17274585 0.13622617 0.39873151
##   [565] 0.35724635 0.41491011 0.21996063 0.16895099 0.15991883 0.38863356
##   [571] 0.47099944 0.34499401 0.42932506 0.22439058 0.31821820 0.13622617
##   [577] 0.73759160 0.58904543 0.41491011 0.38257526 0.15991883 0.25206591
##   [583] 0.32431779 0.23920196 0.58904543 0.17274585 0.30515633 0.23920196
##   [589] 0.47099944 0.39873151 0.16895099 0.10288034 0.09261021 0.73759160
##   [595] 0.55727791 0.63587863 0.30515633 0.13710306 0.17274585 0.17274585
##   [601] 0.33996715 0.47099944 1.01942238 1.11653790 1.01942238 0.42928819
##   [607] 0.41491011 0.39873151 0.30515633 0.26570038 0.15991883 1.01942238
##   [613] 0.82602712 1.01942238 0.38257526 0.43747980 0.41491011 0.55727791
##   [619] 0.39873151 0.54375418 0.13622617 0.11218029 0.15439714 1.07181792
##   [625] 1.01942238 0.55887947 0.09261021 0.34499401 0.33989433 0.34723463
##   [631] 0.38257526 0.35693451 0.34499401 0.15439714 0.47910275 0.47099944
##   [637] 0.43502483 0.09261021 0.17274585 0.82602712 0.73759160 0.73759160
##   [643] 0.15991883 0.25199394 0.16895099 0.58904543 0.77434366 0.66491950
##   [649] 0.77434366 0.63587863 0.58904543 0.13710306 0.10288034 0.15144681
##   [655] 0.09261021 0.09731335 0.12334087 0.38863356 0.43747980 0.35724635
##   [661] 0.17274585 0.15439714 0.13710306 0.51519934 0.37402152 0.31821820
##   [667] 0.51519934 0.61998834 0.54375418 0.12334087 0.12334087 0.15991883
##   [673] 0.54375418 0.79565122 0.61951311 0.42932506 0.32431779 0.43747980
##   [679] 0.63587863 0.73759160 0.66491950 0.12334087 0.15991883 0.11218029
##   [685] 0.82602712 1.01942238 0.94728210 0.58904543 0.48829134 0.61951311
##   [691] 0.63587863 0.90615211 0.80197633 0.50467602 0.50467602 0.58904543
##   [697] 0.25199394 0.25199394 0.30515633 0.11218029 0.38257526 0.25199394
##   [703] 0.31821820 0.15991883 0.23319718 0.35724635 0.41491011 0.32431779
##   [709] 0.38257526 0.12334087 0.12334087 0.10288034 0.42928819 0.42932506
##   [715] 0.55727791 0.39873151 0.42932506 0.32431779 0.42928819 0.47099944
##   [721] 0.30515633 0.26570038 0.35724635 0.17274585 0.15991883 0.21996063
##   [727] 0.25199394 0.41491011 0.38257526 0.31821820 0.26570038 0.15991883
##   [733] 0.43502483 0.47910275 0.42932506 0.66491950 0.61951311 0.54375418
##   [739] 0.47910275 0.55727791 0.39873151 0.47099944 0.38863356 0.38863356
##   [745] 0.43747980 0.47856672 0.42928819 0.16895099 0.13622617 0.11218029
##   [751] 0.63587863 0.47099944 0.35724635 0.55887947 0.58904543 0.66491950
##   [757] 0.90615211 0.90753275 0.82602712 0.63587863 0.47099944 0.50622667
##   [763] 0.79565122 0.63587863 0.53056921 0.89355214 0.55727791 0.80957053
##   [769] 0.77434366 0.82602712 0.77434366 1.04075255 0.77434366 0.77434366
##   [775] 0.25199394 0.39873151 0.35724635 0.94309314 0.94309314 0.94309314
##   [781] 0.32431779 0.25199394 0.30946847 0.30515633 0.35724635 0.35693451
##   [787] 0.15991883 0.61142800 0.54375418 0.35724635 0.09731335 0.09731335
##   [793] 0.77434366 0.58904543 0.63587863 0.13710306 0.16895099 0.12334087
##   [799] 0.50467602 0.77434366 0.77434366 0.63587863 0.51519934 0.51519934
##   [805] 0.12334087 0.10288034 0.15991883 0.11218029 0.10288034 0.11218029
##   [811] 0.41491011 0.48829134 0.43747980 0.17274585 0.13710306 0.13622617
##   [817] 0.31821820 0.21996063 0.23806932 0.42928819 0.61142800 0.51519934
##   [823] 0.09261021 0.10288034 0.12334087 0.48829134 0.61998834 0.58904543
##   [829] 0.50467602 0.35724635 0.38257526 0.50622667 0.61142800 0.54375418
##   [835] 0.15991883 0.12334087 0.10288034 0.66491950 0.90753275 0.82602712
##   [841] 0.47099944 0.50622667 0.43747980 0.63587863 0.66491950 0.66491950
##   [847] 0.41491011 0.41491011 0.50622667 0.13622617 0.13622617 0.13622617
##   [853] 0.11218029 0.30515633 0.17274585 0.17274585 0.11218029 0.25206591
##   [859] 0.31821820 0.28397052 0.35724635 0.50467602 0.11218029 0.11218029
##   [865] 0.10288034 0.30515633 0.47099944 0.54375418 0.43747980 0.50467602
##   [871] 0.21996063 0.25206591 0.38257526 0.38257526 0.31821820 0.31270008
##   [877] 0.13622617 0.12334087 0.11218029 0.30515633 0.42928819 0.32431779
##   [883] 0.32431779 0.28397052 0.15991883 0.48829134 0.47099944 0.38257526
##   [889] 0.41491011 0.50622667 0.47910275 0.47099944 0.35724635 0.47910275
##   [895] 0.31821820 0.39873151 0.33989433 0.42932506 0.50467602 0.38863356
##   [901] 0.16895099 0.15991883 0.15991883 0.49166063 0.47099944 0.28397052
##   [907] 0.51519934 0.66491950 0.77434366 0.80197633 0.80957053 0.61142800
##   [913] 0.51519934 0.54375418 0.48829134 0.58904543 0.42932506 0.33989433
##   [919] 0.63587863 0.43502483 0.48829134 0.77434366 0.73759160 0.63587863
##   [925] 0.94309314 0.63587863 0.77434366 0.15439714 0.43747980 0.26570038
##   [931] 0.79565122 0.89355214 0.79565122 0.12334087 0.12334087 0.32431779
##   [937] 0.33989433 0.31821820 0.28397052 0.51519934 0.66491950 0.47099944
##   [943] 0.35724635 0.23806932 1.04075255 0.77434366 0.94309314 0.51519934
##   [949] 0.47910275 0.47099944 0.42928819 0.47099944 0.43747980 0.42928819
##   [955] 0.38257526 0.30515633 0.38863356 0.31821820 0.47099944 0.38863356
##   [961] 0.41491011 0.35693451 0.66491950 0.58904543 0.50467602 0.63587863
##   [967] 0.38257526 0.54375418 0.32431779 0.38257526 0.38257526 0.30515633
##   [973] 0.55887947 0.38863356 0.33989433 0.30515633 0.47099944 0.43747980
##   [979] 0.51519934 0.50467602 0.39873151 0.38863356 0.43747980 0.43747980
##   [985] 0.50622667 0.66491950 0.31821820 0.42928819 0.38257526 1.01942238
##   [991] 1.16053292 1.16031907 0.80957053 0.58904543 0.73759160 0.90734981
##   [997] 1.03510064 0.89355214 0.55887947 0.50467602 0.55887947 0.41491011
##  [1003] 0.33989433 0.33996715 0.38863356 0.22439058 0.12334087 0.12334087
##  [1009] 0.34499401 0.47099944 0.41491011 0.35693451 0.43502483 0.66491950
##  [1015] 0.50622667 0.35724635 0.43747980 0.58904543 0.58904543 0.63587863
##  [1021] 0.41491011 0.47856672 0.12334087 0.11218029 0.12334087 0.50467602
##  [1027] 0.42932506 0.61951311 0.22439058 0.39873151 0.15991883 0.55887947
##  [1033] 0.54375418 0.51519934 0.35724635 0.58904543 0.43747980 0.61951311
##  [1039] 0.61951311 0.47099944 0.47099944 0.42928819 0.51519934 0.80197633
##  [1045] 0.35724635 0.38257526 0.43747980 0.55887947 0.47099944 0.51519934
##  [1051] 0.58904543 0.47099944 0.55727791 0.47099944 0.55727791 0.35693451
##  [1057] 0.33996715 0.39873151 0.73759160 0.35724635 0.47099944 1.04075255
##  [1063] 1.01942238 1.01942238 0.48829134 0.38257526 0.34499401 0.47099944
##  [1069] 0.38257526 0.38863356 0.94728210 0.66491950 0.94309314 0.55727791
##  [1075] 0.55727791 0.43747980 0.77434366 0.54375418 0.66491950 0.41491011
##  [1081] 0.43502483 0.41491011 1.01942238 1.01942238 0.89355214 0.09261021
##  [1087] 0.25206591 0.32431779 0.25199394 0.34499401 0.55727791 0.63587863
##  [1093] 0.47099944 0.35693451 0.25206591 0.99167017 0.73759160 0.90753275
##  [1099] 0.39873151 0.43747980 0.35693451 0.39873151 0.43502483 0.39873151
##  [1105] 0.31821820 0.42932506 0.32431779 0.38257526 0.23920196 0.31821820
##  [1111] 0.35693451 0.32431779 0.31821820 0.51519934 0.50467602 0.55727791
##  [1117] 0.38863356 0.34499401 0.38863356 0.39873151 0.35724635 0.23920196
##  [1123] 0.28397052 0.38257526 0.35693451 0.25206591 0.22439058 0.42928819
##  [1129] 0.26570038 0.47099944 0.38863356 0.47099944 0.38257526 0.31821820
##  [1135] 0.43747980 0.50467602 0.66491950 0.38257526 0.38257526 0.38257526
##  [1141] 1.07181792 1.16053292 1.07181792 0.90476083 0.63587863 0.73759160
##  [1147] 0.90753275 0.95895943 0.94309314 0.42928819 0.35724635 0.47099944
##  [1153] 0.35724635 0.30515633 0.30515633 0.23920196 0.15991883 0.12334087
##  [1159] 0.09731335 0.38863356 0.43747980 0.35724635 0.39873151 0.30946847
##  [1165] 0.47099944 0.35724635 0.38257526 0.34499401 0.43747980 0.47910275
##  [1171] 0.54375418 0.42932506 0.33996715 0.15991883 0.11218029 0.16895099
##  [1177] 0.47099944 0.38257526 0.47099944 0.23806932 0.30515633 0.25199394
##  [1183] 0.47910275 0.39873151 0.50622667 0.38257526 0.63587863 0.35724635
##  [1189] 0.63587863 0.47099944 0.36636883 0.30946847 0.41491011 0.38863356
##  [1195] 0.77434366 0.38257526 0.33989433 0.26570038 0.48829134 0.42928819
##  [1201] 0.35724635 0.47099944 0.35693451 0.55727791 0.50622667 0.35724635
##  [1207] 0.33989433 0.38257526 0.28397052 0.47856672 0.35724635 0.35693451
##  [1213] 1.01942238 1.00482398 0.82602712 0.43747980 0.35724635 0.38863356
##  [1219] 0.33989433 0.34499401 0.30515633 0.89355214 0.63587863 0.94309314
##  [1225] 0.63587863 0.58904543 0.47099944 0.63587863 0.30515633 0.61998834
##  [1231] 0.35724635 0.31821820 0.35724635 0.94309314 0.89355214 0.61142800
##  [1237] 0.31821820 0.28397052 0.35724635 0.33989433 0.61951311 0.58904543
##  [1243] 0.50622667 0.38863356 0.21996063 1.01942238 0.77434366 0.94728210
##  [1249] 0.51519934 0.47099944 0.33989433 0.38257526 0.35693451 0.42928819
##  [1255] 0.33989433 0.38257526 0.30515633 0.39873151 0.31821820 0.43502483
##  [1261] 0.38863356 0.31821820 0.30946847 0.47099944 0.47099944 0.43747980
##  [1267] 0.55727791 0.47099944 0.43747980 0.43747980 0.38257526 0.31821820
##  [1273] 0.32431779 0.50467602 0.39873151 0.35724635 0.30515633 0.39873151
##  [1279] 0.25206591 0.47099944 0.38257526 0.35693451 0.42932506 0.31821820
##  [1285] 0.30515633 0.42928819 0.58904543 0.35724635 0.49166063 0.38863356
##  [1291] 1.07343087 1.16053292 1.16053292 0.80957053 0.77434366 0.79565122
##  [1297] 1.01942238 1.01942238 0.95895943 0.47099944 0.31821820 0.39873151
##  [1303] 0.38257526 0.33989433 0.31821820 0.35724635 0.17274585 0.15991883
##  [1309] 0.13622617 0.38257526 0.54375418 0.50622667 0.42928819 0.54375418
##  [1315] 0.55727791 0.38257526 0.35724635 0.42928819 0.42932506 0.50467602
##  [1321] 0.55727791 0.32431779 0.35693451 0.13622617 0.11218029 0.15991883
##  [1327] 0.51519934 0.38257526 0.55727791 0.26570038 0.41491011 0.17274585
##  [1333] 0.55887947 0.47856672 0.48829134 0.38863356 0.55727791 0.43747980
##  [1339] 0.54375418 0.51519934 0.35724635 0.50622667 0.33989433 0.50622667
##  [1345] 0.66491950 0.38257526 0.34499401 0.35693451 0.61951311 0.55887947
##  [1351] 0.30515633 0.35724635 0.38863356 0.66491950 0.55727791 0.55887947
##  [1357] 0.41491011 0.33996715 0.34499401 0.63587863 0.39873151 0.39873151
##  [1363] 1.04075255 1.07181792 0.94728210 0.47099944 0.38257526 0.41491011
##  [1369] 0.30515633 0.25199394 0.31821820 0.95895943 0.58904543 1.00181868
##  [1375] 0.50467602 0.48829134 0.47856672 0.51519934 0.43747980 0.63587863
##  [1381] 0.43747980 0.34499401 0.43747980 0.99167017 0.90476083 0.73759160
##  [1387] 0.09069718 0.10288034 0.25199394 0.26570038 0.30515633 0.13710306
##  [1393] 0.31270008 0.31821820 0.66491950 0.55887947 0.58904543 0.38257526
##  [1399] 0.55887947 0.38863356 0.17274585 0.43747980 0.35693451 0.35724635
##  [1405] 0.17274585 0.31821820 0.43502483 0.31821820 0.50622667 0.42932506
##  [1411] 0.38257526 0.30515633 0.30515633 0.26570038 0.23920196 0.51519934
##  [1417] 0.47099944 0.43747980 0.25206591 0.30515633 0.17274585 0.15991883
##  [1423] 0.33989433 0.17274585 0.42932506 0.35693451 0.50622667 0.33989433
##  [1429] 0.47099944 0.30946847 0.30946847 0.25199394 0.18169447 0.33996715
##  [1435] 0.38257526 0.47099944 0.35724635 0.47099944 0.42932506 0.73759160
##  [1441] 0.90476083 0.95895943 0.63587863 0.61998834 0.58904543 0.77434366
##  [1447] 0.73759160 0.61951311 0.35724635 0.21996063 0.26570038 0.25206591
##  [1453] 0.25206591 0.35724635 0.25199394 0.33989433 0.25206591 0.23806932
##  [1459] 0.55887947 0.63587863 0.15991883 0.11218029 0.16895099 0.35693451
##  [1465] 0.38257526 0.47099944 0.38257526 0.25199394 0.33996715 0.43747980
##  [1471] 0.30946847 0.25199394 0.31821820 0.33989433 0.35693451 0.25199394
##  [1477] 0.15991883 0.15991883 0.30946847 0.35724635 0.25206591 0.58904543
##  [1483] 0.30515633 0.23920196 0.26570038 0.61142800 0.48829134 0.30515633
##  [1489] 0.17274585 0.17274585 0.47099944 0.49166063 0.38257526 0.47099944
##  [1495] 0.32431779 0.31821820 0.31821820 0.25199394 0.25199394 0.30515633
##  [1501] 0.35724635 0.25199394 0.61998834 0.47910275 0.51519934 0.17274585
##  [1507] 0.17274585 0.30515633 0.33989433 0.13710306 0.25199394 0.77434366
##  [1513] 0.80197633 0.73759160 0.17274585 0.15991883 0.15991883 0.34089359
##  [1519] 0.32431779 0.22439058 0.77434366 0.42932506 0.61998834 0.42932506
##  [1525] 0.47099944 0.35693451 0.51519934 0.33989433 0.63587863 0.17274585
##  [1531] 0.17274585 0.25199394 0.94728210 0.94728210 0.63587863 0.11218029
##  [1537] 0.39873151 0.15991883 0.30946847 0.15991883 0.38257526 0.31821820
##  [1543] 0.54375418 0.39873151 0.58904543 0.38863356 0.43747980 0.47856672
##  [1549] 0.17274585 0.25206591 0.30515633 0.33989433 0.15439714 0.17274585
##  [1555] 0.33989433 0.38257526 0.43747980 0.33996715 0.35693451 0.32431779
##  [1561] 0.43747980 0.26570038 0.21996063 0.47099944 0.47099944 0.48829134
##  [1567] 0.23920196 0.32431779 0.26570038 0.17274585 0.31821820 0.21996063
##  [1573] 0.41491011 0.35724635 0.51519934 0.35724635 0.54375418 0.25199394
##  [1579] 0.32431779 0.33996715 0.31821820 0.34499401 0.30515633 0.48829134
##  [1585] 0.33996715 0.51519934 0.51519934 0.73759160 0.79565122 0.79565122
##  [1591] 0.50622667 0.55727791 0.58904543 0.66491950 0.61142800 0.63587863
##  [1597] 0.41491011 0.30515633 0.38257526 0.23920196 0.31821820 0.38257526
##  [1603] 0.28397052 0.31821820 0.26570038 0.25206591 0.58904543 0.47910275
##  [1609] 0.17274585 0.11218029 0.22439058 0.47099944 0.42932506 0.43747980
##  [1615] 0.35724635 0.25199394 0.38257526 0.38257526 0.31821820 0.31821820
##  [1621] 0.30515633 0.31821820 0.35724635 0.25199394 0.23806932 0.23806932
##  [1627] 0.25199394 0.31821820 0.32431779 0.55727791 0.26570038 0.26570038
##  [1633] 0.25199394 0.66491950 0.54375418 0.38257526 0.28397052 0.30515633
##  [1639] 0.42928819 0.47099944 0.42928819 0.38863356 0.33989433 0.25206591
##  [1645] 0.30515633 0.26570038 0.28397052 0.25206591 0.34499401 0.23806932
##  [1651] 0.51519934 0.58904543 0.50622667 0.15991883 0.15991883 0.35693451
##  [1657] 0.38257526 0.12334087 0.17274585 0.58904543 0.73759160 0.66491950
##  [1663] 0.16895099 0.11218029 0.12334087 0.31821820 0.23920196 0.25199394
##  [1669] 0.63587863 0.31821820 0.58904543 0.43502483 0.32431779 0.32431779
##  [1675] 0.58904543 0.34499401 0.43747980 0.25206591 0.17274585 0.38257526
##  [1681] 0.77434366 0.80957053 0.51519934 0.28397052 0.31821820 0.35724635
##  [1687] 0.23920196 0.38863356 0.31821820 0.80197633 0.66491950 0.73759160
##  [1693] 0.43747980 0.55727791 0.55727791 0.26570038 0.43747980 0.47099944
##  [1699] 0.47856672 0.23920196 0.30515633 0.49166063 0.39873151 0.51519934
##  [1705] 0.45584914 0.31821820 0.32431779 0.31821820 0.32431779 0.30515633
##  [1711] 0.58904543 0.51519934 0.47099944 0.26570038 0.30515633 0.23806932
##  [1717] 0.21996063 0.31821820 0.31821820 0.42928819 0.43747980 0.55887947
##  [1723] 0.31821820 0.39873151 0.25199394 0.30946847 0.30515633 0.25206591
##  [1729] 0.43747980 0.41491011 0.66491950 0.35724635 0.55727791 0.43747980
##  [1735] 0.94728210 1.07181792 1.07181792 0.66491950 0.55727791 0.61998834
##  [1741] 0.80957053 1.00181868 0.77434366 0.48829134 0.33996715 0.34499401
##  [1747] 0.47099944 0.35724635 0.50622667 0.33989433 0.38863356 0.35724635
##  [1753] 0.42928819 0.66491950 0.77434366 0.16895099 0.16895099 0.15991883
##  [1759] 0.41491011 0.43747980 0.43747980 0.42928819 0.38257526 0.38863356
##  [1765] 0.54375418 0.26570038 0.30946847 0.35724635 0.33989433 0.31270008
##  [1771] 0.25206591 0.23920196 0.23920196 0.31270008 0.50622667 0.47099944
##  [1777] 0.63587863 0.35693451 0.22439058 0.25199394 0.79565122 0.50622667
##  [1783] 0.25206591 0.23806932 0.17274585 0.51519934 0.43747980 0.39873151
##  [1789] 0.30515633 0.41491011 0.39873151 0.34499401 0.22439058 0.23806932
##  [1795] 0.30515633 0.33996715 0.16895099 0.63587863 0.61951311 0.58904543
##  [1801] 0.13710306 0.21996063 0.25199394 0.38863356 0.25199394 0.31821820
##  [1807] 0.94728210 0.94728210 0.94728210 0.35693451 0.25206591 0.17274585
##  [1813] 0.25206591 0.41491011 0.28397052 0.82602712 0.51519934 0.90753275
##  [1819] 0.38257526 0.58904543 0.47099944 0.50622667 0.35724635 0.79565122
##  [1825] 0.23920196 0.30515633 0.30515633 1.04075255 1.01942238 0.66491950
##  [1831] 0.38257526 0.43747980 0.23920196 0.11218029 0.11218029 0.90753275
##  [1837] 0.63587863 0.61998834 0.15991883 0.31270008 0.17274585 0.51519934
##  [1843] 0.61998834 0.77434366 0.66491950 0.58904543 0.43747980 0.17274585
##  [1849] 0.12334087 0.23806932 0.12334087 0.11218029 0.11218029 0.31821820
##  [1855] 0.42928819 0.35693451 0.22439058 0.13710306 0.13622617 0.38863356
##  [1861] 0.21996063 0.22439058 0.47099944 0.47099944 0.47856672 0.17274585
##  [1867] 0.17274585 0.15991883 0.48829134 0.63587863 0.66491950 0.31270008
##  [1873] 0.39873151 0.35724635 0.63587863 0.55727791 0.73759160 0.15991883
##  [1879] 0.18017642 0.11218029 1.01942238 1.07343087 1.07343087 0.55727791
##  [1885] 0.38257526 0.43747980 0.90753275 1.00482398 0.90615211 0.41491011
##  [1891] 0.38257526 0.51519934 0.17274585 0.13622617 0.15991883 0.13622617
##  [1897] 0.41491011 0.31270008 0.25206591 0.21996063 0.30515633 0.30515633
##  [1903] 0.25206591 0.31821820 0.47099944 0.23806932 0.16387306 0.17274585
##  [1909] 0.50622667 0.55727791 0.42928819 0.42928819 0.38257526 0.15991883
##  [1915] 0.33989433 0.26570038 0.35724635 0.38257526 0.39873151 0.16387306
##  [1921] 0.26570038 0.15991883 0.33989433 0.35724635 0.33989433 0.28231341
##  [1927] 0.30515633 0.17839028 0.31821820 0.33989433 0.33989433 0.47910275
##  [1933] 0.54375418 0.55727791 0.50622667 0.47099944 0.55727791 0.38257526
##  [1939] 0.33996715 0.25199394 0.42932506 0.50467602 0.33996715 0.31821820
##  [1945] 0.22439058 0.25206591 0.48829134 0.43502483 0.30515633 0.38079890
##  [1951] 0.43747980 0.55727791 0.94309314 0.82602712 0.77434366 0.58904543
##  [1957] 0.61951311 0.55727791 0.63587863 0.55887947 0.47099944 0.90476083
##  [1963] 0.58904543 0.90753275 0.58904543 0.90615211 0.54375418 0.73759160
##  [1969] 0.51519934 0.95895943 0.30515633 0.38257526 0.35693451 0.90615211
##  [1975] 1.01942238 0.77434366 0.11218029 0.09261021 0.47099944 0.50622667
##  [1981] 0.21996063 0.15991883 0.16387306 0.55727791 0.66491950 0.51519934
##  [1987] 0.38257526 0.55727791 0.42928819 0.55727791 0.35724635 0.38863356
##  [1993] 0.58904543 0.58904543 0.63587863 0.61998834 0.54375418 0.41491011
##  [1999] 0.25199394 0.25206591 0.30515633 0.61142800 0.51519934 0.58904543
##  [2005] 0.44778970 0.45030031 0.61951311 0.32431779 0.42932506 0.23806932
##  [2011] 0.55887947 0.42928819 0.63587863 0.51519934 0.90615211 0.47856672
##  [2017] 0.58904543 0.50467602 0.55887947 0.63587863 0.61998834 0.54375418
##  [2023] 0.43502483 0.51519934 0.66491950 0.23920196 0.33996715 0.41491011
##  [2029] 0.50622667 0.51519934 0.47910275 0.38257526 0.43502483 0.25199394
##  [2035] 0.51519934 0.47099944 0.66491950 0.22439058 0.43747980 0.39873151
##  [2041] 0.55887947 0.43502483 0.43747980 0.47099944 0.80197633 0.58904543
##  [2047] 0.12334087 0.12334087 0.12334087 0.33989433 0.73759160 0.66491950
##  [2053] 0.63587863 0.31821820 0.38863356 0.50467602 0.77434366 0.90753275
##  [2059] 0.55887947 0.63587863 0.66491950 0.41491011 0.28397052 0.38257526
##  [2065] 0.50622667 0.50467602 0.58904543 0.61998834 0.30515633 0.25206591
##  [2071] 0.26570038 0.73759160 0.61142800 0.17274585 0.31821820 0.43502483
##  [2077] 0.58904543 0.73759160 0.51519934 0.30515633 0.58904543 0.43747980
##  [2083] 0.48829134 0.23806932 0.12334087 0.47099944 0.66491950 0.50467602
##  [2089] 0.63587863 0.73759160 0.55887947 0.32431779 0.38257526 0.58904543
##  [2095] 0.47099944 0.35693451 0.25206591 0.17274585 0.23920196 0.30515633
##  [2101] 0.35724635 0.23920196 0.31821820 0.51519934 0.50467602 0.42932506
##  [2107] 0.30515633 0.15991883 0.35724635 0.51519934 0.55887947 0.63587863
##  [2113] 0.66491950 0.58904543 0.73759160 0.50467602 0.35724635 0.35724635
##  [2119] 0.50622667 0.77434366 0.58904543 0.11218029 0.66491950 0.50467602
##  [2125] 0.30515633 0.17274585 0.33996715 0.43747980 0.47099944 0.55727791
##  [2131] 0.43747980 0.63587863 0.54375418 0.77434366 0.55887947 0.42932506
##  [2137] 0.77434366 0.79565122 0.58904543 0.61142800 0.47856672 0.51519934
##  [2143] 0.38257526 0.43502483 0.38863356 0.43747980 0.41491011 0.42932506
##  [2149] 0.63587863 0.47910275 0.55727791 0.31821820 0.47099944 0.38257526
##  [2155] 0.50622667 0.50467602 0.66491950 0.71071707 0.90476083 0.63587863
##  [2161] 0.73759160 0.66491950 0.77434366 0.78458314 0.77434366 0.66491950
##  [2167] 0.47099944 0.50467602 0.55727791 0.17274585 0.47099944 0.43864411
##  [2173] 0.66491950 0.61951311 0.42928819 0.35724635 0.35724635 0.30515633
##  [2179] 0.66491950 0.58904543 0.73759160 0.33996715 0.38257526 0.43747980
##  [2185] 0.55727791 0.51519934 0.38257526 0.50622667 0.58904543 0.58904543
##  [2191] 0.23920196 0.21996063 0.17274585 0.35724635 0.63587863 0.73759160
##  [2197] 0.54375418 0.41491011 0.26570038 0.63587863 0.83902879 0.94309314
##  [2203] 0.58904543 0.73759160 0.73759160 0.54375418 0.31821820 0.43747980
##  [2209] 0.54375418 0.54375418 0.63587863 0.66491950 0.35724635 0.25199394
##  [2215] 0.43747980 0.58904543 0.43747980 0.23920196 0.25206591 0.51519934
##  [2221] 0.61998834 0.54375418 0.55887947 0.28397052 0.77434366 0.61951311
##  [2227] 0.79565122 0.33989433 0.23806932 0.63587863 0.90753275 0.66491950
##  [2233] 0.61951311 0.48829134 0.43747980 0.43502483 0.54375418 0.58904543
##  [2239] 0.55727791 0.38257526 0.38257526 0.22439058 0.22439058 0.33989433
##  [2245] 0.26570038 0.25206591 0.34499401 0.66491950 0.47910275 0.58904543
##  [2251] 0.22439058 0.13622617 0.30515633 0.73759160 0.66491950 0.77434366
##  [2257] 0.89355214 0.58904543 0.63587863 0.47910275 0.55887947 0.48031912
##  [2263] 0.73759160 0.90753275 0.77434366 0.42928819 0.31821820 0.25199394
##  [2269] 0.25206591 0.16895099 0.32431779 0.47099944 0.38257526 0.32431779
##  [2275] 0.43747980 0.39873151 0.58904543 0.31821820 0.26570038 0.38257526
##  [2281] 0.42932506 0.55887947 0.38257526 0.35693451 0.30515633 0.21996063
##  [2287] 0.25206591 0.22439058 0.43747980 0.35724635 0.35693451 0.25206591
##  [2293] 0.25199394 0.30946847 0.21996063 0.33989433 0.23806932 0.30946847
##  [2299] 0.48829134 0.55727791 0.43747980 0.66491950 0.35724635 0.35724635
##  [2305] 0.17274585 0.31821820 0.47099944 0.43747980 0.23806932 0.25206591
##  [2311] 0.35724635 0.47099944 0.39873151 0.51519934 0.47099944 0.43747980
##  [2317] 0.43747980 0.58904543 0.42932506 0.35724635 0.16895099 0.42932506
##  [2323] 0.38257526 0.42928819 0.17274585 0.30515633 0.17274585 0.42928819
##  [2329] 0.38257526 0.15991883 0.32431779 0.58904543 0.55887947 0.09069718
##  [2335] 0.10288034 0.09731335 0.23319718 0.39873151 0.41491011 0.41491011
##  [2341] 0.26570038 0.31821820 0.43502483 0.54375418 0.66491950 0.38257526
##  [2347] 0.43747980 0.43502483 0.23920196 0.25199394 0.26570038 0.41491011
##  [2353] 0.25206591 0.43502483 0.38257526 0.17274585 0.12334087 0.17274585
##  [2359] 0.54375418 0.43747980 0.09261021 0.17274585 0.28397052 0.35693451
##  [2365] 0.47099944 0.38863356 0.22439058 0.35724635 0.38863356 0.55887947
##  [2371] 0.09261021 0.11218029 0.35724635 0.51519934 0.41491011 0.50467602
##  [2377] 0.47910275 0.39873151 0.25199394 0.25199394 0.31821820 0.31821820
##  [2383] 0.13622617 0.25206591 0.23920196 0.39873151 0.23920196 0.12334087
##  [2389] 0.20842522 0.23920196 0.38257526 0.39873151 0.38257526 0.30515633
##  [2395] 0.11218029 0.25199394 0.47099944 0.43747980 0.47910275 0.43747980
##  [2401] 0.34499401 0.77434366 0.22439058 0.25199394 0.31821820 0.55727791
##  [2407] 0.73759160 0.55727791 0.11218029 0.73759160 0.55727791 0.54375418
##  [2413] 0.12334087 0.25206591 0.13622617 0.66491950 0.66491950 0.82602712
##  [2419] 0.66491950 0.66491950 0.58904543 0.10288034 0.08029497 0.12334087
##  [2425] 0.12334087 0.12334087 0.11218029 0.38257526 0.50467602 0.35693451
##  [2431] 0.21996063 0.15991883 0.15439714 0.38863356 0.38863356 0.38863356
##  [2437] 0.38863356 0.77434366 0.66491950 0.11218029 0.16895099 0.11218029
##  [2443] 0.50622667 0.73759160 0.73759160 0.47099944 0.33996715 0.50467602
##  [2449] 0.66491950 0.79565122 0.73759160 0.13622617 0.16895099 0.12334087
##  [2455] 0.77434366 0.94309314 0.94309314 0.58904543 0.51519934 0.47099944
##  [2461] 0.58904543 0.73759160 0.66491950 0.47099944 0.35693451 0.58904543
##  [2467] 0.16387306 0.16895099 0.16387306 0.12334087 0.33996715 0.25206591
##  [2473] 0.32431779 0.12334087 0.31821820 0.47099944 0.35724635 0.42928819
##  [2479] 0.50622667 0.11218029 0.15991883 0.17274585 0.43747980 0.51519934
##  [2485] 0.42932506 0.42932506 0.42928819 0.31821820 0.43502483 0.42932506
##  [2491] 0.33989433 0.41491011 0.38257526 0.23806932 0.17274585 0.17274585
##  [2497] 0.25206591 0.35724635 0.39873151 0.31821820 0.23319718 0.25206591
##  [2503] 0.47099944 0.47099944 0.43747980 0.66491950 0.77434366 0.73759160
##  [2509] 0.55727791 0.54375418 0.50467602 0.38863356 0.38257526 0.42928819
##  [2515] 0.43502483 0.54375418 0.41262912 0.23920196 0.13710306 0.13710306
##  [2521] 0.50622667 0.51519934 0.38257526 0.51519934 0.61998834 0.63587863
##  [2527] 0.90734981 0.77434366 0.73759160 0.63587863 0.63587863 0.54375418
##  [2533] 0.80197633 0.54375418 0.51519934 0.73759160 0.50467602 0.73759160
##  [2539] 0.66491950 0.94309314 0.63587863 0.73759160 0.77434366 0.94309314
##  [2545] 0.32431779 0.42932506 0.31821820 0.80957053 0.94309314 0.94309314
##  [2551] 0.95895943 0.58904543 0.77434366 0.13710306 0.17274585 0.21996063
##  [2557] 0.61951311 0.63587863 0.77434366 0.50622667 0.61142800 0.51519934
##  [2563] 0.13622617 0.10288034 0.17274585 0.12334087 0.11218029 0.12334087
##  [2569] 0.43747980 0.48829134 0.38257526 0.22439058 0.13710306 0.17274585
##  [2575] 0.42932506 0.25206591 0.25199394 0.42932506 0.55727791 0.47910275
##  [2581] 0.09731335 0.12334087 0.15991883 0.50467602 0.61951311 0.47910275
##  [2587] 0.35693451 0.30515633 0.42932506 0.47099944 0.55887947 0.63587863
##  [2593] 0.15991883 0.17472619 0.12334087 0.94309314 1.07343087 1.01942238
##  [2599] 0.55727791 0.58904543 0.43747980 0.90476083 0.83902879 0.77434366
##  [2605] 0.47910275 0.38257526 0.47099944 0.23920196 0.13622617 0.13622617
##  [2611] 0.13622617 0.26570038 0.15991883 0.23806932 0.15991883 0.35724635
##  [2617] 0.25206591 0.25206591 0.30515633 0.50467602 0.15991883 0.12334087
##  [2623] 0.16387306 0.43747980 0.47910275 0.50467602 0.47910275 0.43747980
##  [2629] 0.17274585 0.17274585 0.25199394 0.35724635 0.31821820 0.34499401
##  [2635] 0.17274585 0.17274585 0.12334087 0.21996063 0.35724635 0.35724635
##  [2641] 0.25199394 0.23806932 0.19463884 0.42932506 0.43502483 0.33996715
##  [2647] 0.48829134 0.50622667 0.63587863 0.43502483 0.50467602 0.43747980
##  [2653] 0.42932506 0.41491011 0.34499401 0.23806932 0.47099944 0.31821820
##  [2659] 0.31821820 0.16895099 0.25206591 0.47099944 0.41491011 0.31821820
##  [2665] 0.41491011 0.51519934 0.66491950 0.90753275 0.89355214 0.89355214
##  [2671] 0.43502483 0.47099944 0.51519934 0.51519934 0.42932506 0.38257526
##  [2677] 0.73759160 0.47910275 0.73759160 0.51519934 0.55727791 0.58904543
##  [2683] 0.77434366 0.54375418 0.79565122 0.32431779 0.35693451 0.35693451
##  [2689] 0.82602712 0.90753275 0.77434366 0.25206591 0.12334087 0.77434366
##  [2695] 0.90615211 0.82602712 0.73759160 0.77434366 0.77434366 1.04075255
##  [2701] 0.77434366 0.73759160 0.66491950 0.77434366 0.80957053 0.82602712
##  [2707] 0.90476083 0.90615211 0.47099944 0.66491950 0.61951311 0.77434366
##  [2713] 0.73759160 0.85249795 0.73759160 0.73759160 0.95895943 0.54375418
##  [2719] 0.94728210 0.63587863 0.73759160 0.90734981 0.77434366 0.90734981
##  [2725] 1.01942238 0.94728210 0.95895943 0.80957053 0.82602712 1.00482398
##  [2731] 0.94728210 0.54375418 0.58904543 0.77434366 0.73759160 0.16895099
##  [2737] 0.12334087 0.09731335 0.55887947 0.90615211 0.66491950 0.12334087
##  [2743] 0.10288034 0.12334087 0.73759160 0.77434366 0.94728210 0.48829134
##  [2749] 0.58904543 0.48829134 0.77434366 0.94309314 0.58904543 0.82602712
##  [2755] 0.77434366 0.66491950 0.58904543 0.47910275 0.63587863 0.58904543
##  [2761] 0.90476083 0.94309314 0.94309314 0.54375418 0.55727791 0.77434366
##  [2767] 1.01942238 1.16031907 0.95895943 1.07181792 1.01942238 0.77434366
##  [2773] 0.55727791 0.63587863 0.90615211 0.72529921 0.91228499 0.82602712
##  [2779] 0.53936309 0.43747980 0.58904543 0.90753275 0.90753275 0.42932506
##  [2785] 0.54375418 0.95895943 0.73759160 0.90615211 0.77434366 0.38257526
##  [2791] 0.80957053 0.77434366 0.94309314 0.31821820 0.35724635 0.94728210
##  [2797] 1.01942238 0.95895943 0.63587863 0.90753275 0.61998834 0.63587863
##  [2803] 0.82602712 0.94309314 0.90615211 0.63587863 0.41491011 0.12334087
##  [2809] 0.12334087 0.12334087 0.73759160 0.66491950 0.63587863 0.77434366
##  [2815] 0.73759160 0.66491950 0.09261021 0.15991883 0.17274585 0.95895943
##  [2821] 0.77434366 1.01942238 0.94309314 0.80197633 0.77434366 0.66491950
##  [2827] 0.77434366 0.66491950 0.58904543 0.90753275 0.90753275 0.15991883
##  [2833] 0.58904543 0.73759160 0.61951311 0.58904543 0.73759160 0.77434366
##  [2839] 0.89355214 0.47099944 0.42928819 0.58904543 0.63587863 0.58904543
##  [2845] 0.77434366 0.73759160 0.79565122 0.42928819 0.42932506 0.50622667
##  [2851] 0.58904543 0.55727791 0.77434366 0.51519934 0.63587863 0.61951311
##  [2857] 0.47856672 0.55727791 0.31821820 0.55727791 0.66491950 0.77434366
##  [2863] 0.77434366 1.01942238 0.55727791 0.77434366 0.73759160 0.66491950
##  [2869] 0.73759160 0.90734981 0.58904543 0.51519934 0.50467602 0.66491950
##  [2875] 0.09731335 0.12334087 0.23319718 0.31821820 0.50467602 0.39873151
##  [2881] 0.16895099 0.16895099 0.18981248 0.66491950 0.55727791 0.90615211
##  [2887] 0.38257526 0.47099944 0.48829134 0.77434366 0.66772045 0.58904543
##  [2893] 0.55727791 0.61142800 0.66491950 0.42928819 0.30946847 0.30515633
##  [2899] 0.43502483 0.63587863 0.66491950 0.73759160 0.31821820 0.35724635
##  [2905] 0.47099944 0.77434366 0.94728210 0.66491950 0.90476083 0.82602712
##  [2911] 0.58904543 0.35724635 0.43747980 0.73759160 0.58904543 0.63587863
##  [2917] 0.61951311 0.38257526 0.39873151 0.38863356 0.89355214 0.79565122
##  [2923] 0.38257526 0.51519934 0.73759160 0.73759160 0.89355214 0.66491950
##  [2929] 0.38863356 0.73759160 0.66491950 0.63587863 0.47099944 0.41491011
##  [2935] 0.54375418 0.90615211 0.83902879 0.61998834 0.58904543 0.61951311
##  [2941] 0.47099944 0.77434366 0.80197633 0.66491950 0.50622667 0.47099944
##  [2947] 0.10288034 0.12334087 0.15439714 0.34499401 0.51519934 0.42928819
##  [2953] 0.82602712 0.58904543 0.61142800 0.15991883 0.12334087 0.11218029
##  [2959] 0.66491950 0.77434366 0.94728210 0.94728210 0.73759160 0.80957053
##  [2965] 0.63587863 0.66491950 0.54375418 0.55887947 0.90476083 0.73759160
##  [2971] 0.58904543 0.82602712 0.73759160 0.55887947 0.94309314 0.80197633
##  [2977] 0.90753275 0.66491950 0.61951311 0.63587863 0.55727791 0.50622667
##  [2983] 0.58904543 0.55887947 0.55727791 0.35724635 0.47099944 0.50467602
##  [2989] 0.58904543 0.54375418 0.66491950 0.55887947 0.63587863 0.77434366
##  [2995] 0.47099944 0.73759160 0.50467602 0.54375418 0.73759160 0.55727791
##  [3001] 0.90753275 0.95895943 1.01942238 0.79565122 0.73759160 0.63587863
##  [3007] 0.79565122 0.95895943 0.58904543 0.61951311 0.58904543 0.73759160
##  [3013] 0.13622617 0.12334087 0.15991883 0.77434366 0.77434366 0.63587863
##  [3019] 0.11218029 0.11218029 0.17274585 0.89355214 0.82602712 0.94309314
##  [3025] 0.31821820 0.58904543 0.47099944 0.77434366 0.66491950 0.50622667
##  [3031] 0.73759160 0.66491950 0.63587863 0.41491011 0.30515633 0.43747980
##  [3037] 0.47099944 0.63587863 0.77434366 0.77434366 0.43502483 0.63587863
##  [3043] 0.89355214 1.01942238 1.07343087 0.82602712 1.01942238 0.90615211
##  [3049] 0.63587863 0.43747980 0.55887947 0.77434366 0.51519934 0.77434366
##  [3055] 0.66491950 0.38257526 0.38257526 0.42932506 0.63587863 0.73759160
##  [3061] 0.32431779 0.38257526 0.73759160 0.77434366 0.94728210 0.92351183
##  [3067] 0.25199394 0.77434366 0.83902879 0.95895943 0.31821820 0.35693451
##  [3073] 0.90753275 1.01942238 0.77434366 0.54375418 0.58904543 0.42932506
##  [3079] 0.66491950 1.01942238 0.83902879 0.77434366 0.66491950 0.50467602
##  [3085] 0.16895099 0.11218029 0.22439058 0.38257526 0.55887947 0.55727791
##  [3091] 0.94728210 0.80197633 0.77434366 0.11218029 0.15991883 0.12334087
##  [3097] 0.99167017 1.00482398 1.07343087 0.80197633 0.90753275 1.01942238
##  [3103] 0.58904543 0.66491950 0.51519934 0.54375418 1.01942238 0.94309314
##  [3109] 0.08029497 0.08029497 0.54375418 0.63587863 0.77434366 0.83902879
##  [3115] 0.66491950 0.51519934 0.12334087 0.15991883 0.21996063 0.12334087
##  [3121] 0.11218029 0.13622617 0.33996715 0.55887947 0.38257526 0.09261021
##  [3127] 0.08029497 0.09261021 0.50467602 0.38257526 0.38257526 0.47099944
##  [3133] 0.61142800 0.47910275 0.09261021 0.12334087 0.12334087 0.55887947
##  [3139] 0.79565122 0.66491950 0.43502483 0.33989433 0.44427124 0.50622667
##  [3145] 0.61142800 0.58904543 0.09731335 0.10288034 0.09069718 0.80957053
##  [3151] 0.95895943 0.82602712 0.50622667 0.47099944 0.43747980 0.73673228
##  [3157] 0.66491950 0.66491950 0.35724635 0.38257526 0.47099944 0.17274585
##  [3163] 0.15991883 0.13622617 0.09731335 0.39873151 0.22439058 0.28397052
##  [3169] 0.12334087 0.23806932 0.38257526 0.34499401 0.43747980 0.47099944
##  [3175] 0.11218029 0.13030766 0.16895099 0.43502483 0.47099944 0.41491011
##  [3181] 0.47910275 0.43502483 0.35724635 0.47099944 0.51519934 0.35693451
##  [3187] 0.26570038 0.33989433 0.35724635 0.17274585 0.31821820 0.09069718
##  [3193] 0.35693451 0.35724635 0.30515633 0.11218029 0.09069718 0.38257526
##  [3199] 0.38863356 0.47099944 0.48829134 0.58904543 0.51519934 0.54375418
##  [3205] 0.61951311 0.51519934 0.42928819 0.35724635 0.39873151 0.38257526
##  [3211] 0.50467602 0.26570038 0.10288034 0.10288034 0.09261021 0.61998834
##  [3217] 0.50622667 0.28397052 0.43502483 0.55887947 0.66491950 0.80197633
##  [3223] 0.77434366 0.77434366 0.51519934 0.58904543 0.48829134 0.58904543
##  [3229] 0.54375418 0.47099944 0.63587863 0.47856672 0.55727791 0.73759160
##  [3235] 0.90615211 0.73759160 0.90615211 0.54375418 0.95895943 0.38257526
##  [3241] 0.43747980 0.38257526 0.90476083 1.01942238 0.79565122 0.09261021
##  [3247] 0.66491950 0.77434366 0.80957053 0.77434366 0.80197633 0.58904543
##  [3253] 0.23319718 0.26570038 0.30515633 0.23806932 0.15439714 0.25206591
##  [3259] 0.63587863 0.63587863 0.55887947 0.11218029 0.09261021 0.09731335
##  [3265] 0.58904543 0.54375418 0.51519934 0.58904543 0.90753275 0.73759160
##  [3271] 0.21428539 0.25206591 0.17274585 0.58904543 0.79565122 0.58904543
##  [3277] 0.66491950 0.54375418 0.63587863 0.54375418 0.55887947 0.54375418
##  [3283] 0.25206591 0.16895099 0.12334087 0.80957053 1.07343087 0.90753275
##  [3289] 0.61998834 0.61951311 0.58904543 0.90753275 0.80957053 0.95895943
##  [3295] 0.41491011 0.47910275 0.58904543 0.38257526 0.33989433 0.25206591
##  [3301] 0.12334087 0.41491011 0.30946847 0.38863356 0.17274585 0.26570038
##  [3307] 0.48829134 0.50622667 0.47910275 0.58904543 0.15991883 0.17274585
##  [3313] 0.23806932 0.50622667 0.55887947 0.54375418 0.63587863 0.50622667
##  [3319] 0.38257526 0.47099944 0.51519934 0.43747980 0.43747980 0.47099944
##  [3325] 0.35724635 0.33989433 0.38257526 0.12334087 0.54375418 0.47099944
##  [3331] 0.50622667 0.15991883 0.09731335 0.58904543 0.50622667 0.58904543
##  [3337] 0.49166063 0.51519934 0.55887947 0.58904543 0.61951311 0.61951311
##  [3343] 0.61998834 0.61951311 0.55887947 0.43502483 0.61951311 0.54375418
##  [3349] 0.12334087 0.13710306 0.13710306 0.73759160 0.58904543 0.50622667
##  [3355] 0.58904543 0.66491950 0.90615211 0.90476083 1.01942238 0.94728210
##  [3361] 0.73759160 0.58904543 0.58904543 0.55887947 0.54375418 0.55727791
##  [3367] 0.77434366 0.73759160 0.80957053 0.94309314 0.77434366 0.90615211
##  [3373] 0.94309314 0.73759160 0.90476083 0.50622667 0.61951311 0.50622667
##  [3379] 0.94309314 1.01942238 0.79565122 0.66491950 0.66491950 0.82602712
##  [3385] 0.80957053 0.73759160 0.63587863 0.12334087 0.12334087 0.25206591
##  [3391] 0.13622617 0.11218029 0.12334087 0.31821820 0.47099944 0.42932506
##  [3397] 0.09261021 0.09069718 0.08029497 0.50622667 0.47099944 0.47099944
##  [3403] 0.58904543 0.77434366 0.66491950 0.11218029 0.15991883 0.15991883
##  [3409] 0.50622667 0.77434366 0.51519934 0.47099944 0.31821820 0.43502483
##  [3415] 0.47099944 0.58904543 0.61142800 0.11218029 0.12334087 0.09069718
##  [3421] 0.82602712 1.01942238 0.94309314 0.58904543 0.55887947 0.61142800
##  [3427] 0.77434366 0.77434366 0.80957053 0.42928819 0.42928819 0.54375418
##  [3433] 0.16387306 0.15439714 0.17274585 0.12334087 0.42928819 0.30946847
##  [3439] 0.30515633 0.15991883 0.23920196 0.35693451 0.47099944 0.42928819
##  [3445] 0.35724635 0.09731335 0.10288034 0.17274585 0.38257526 0.51519934
##  [3451] 0.50622667 0.50467602 0.43747980 0.34499401 0.35724635 0.50467602
##  [3457] 0.26570038 0.38257526 0.28397052 0.25206591 0.23806932 0.25199394
##  [3463] 0.09261021 0.30515633 0.35724635 0.31821820 0.09731335 0.09261021
##  [3469] 0.47099944 0.43747980 0.43747980 0.50467602 0.47856672 0.50467602
##  [3475] 0.55727791 0.54375418 0.35693451 0.58904543 0.38257526 0.42928819
##  [3481] 0.43502483 0.47099944 0.47099944 0.09261021 0.10288034 0.12334087
##  [3487] 0.77434366 0.55727791 0.38257526 0.47910275 0.66491950 0.77434366
##  [3493] 0.90734981 0.90753275 0.73759160 0.66491950 0.77434366 0.66491950
##  [3499] 0.66491950 0.50622667 0.43747980 0.73759160 0.50467602 0.73759160
##  [3505] 0.66491950 0.90734981 0.77434366 1.01942238 0.73759160 1.01942238
##  [3511] 0.38863356 0.50467602 0.47099944 0.94728210 1.04075255 0.80957053
##  [3517] 0.25199394 0.28397052 0.32431779 0.10288034 0.09261021 0.77434366
##  [3523] 0.63587863 0.66491950 0.77434366 0.66491950 0.63587863 0.47099944
##  [3529] 0.42928819 0.47099944 0.54375418 0.58904543 0.63587863 0.35693451
##  [3535] 0.38257526 0.35693451 0.10288034 0.17274585 0.11218029 0.47099944
##  [3541] 0.50467602 0.73759160 0.31821820 0.43747980 0.38257526 0.47099944
##  [3547] 0.48829134 0.31270008 0.47099944 0.38863356 0.51519934 0.55727791
##  [3553] 0.54375418 0.66491950 0.83902879 0.89355214 1.01942238 0.58904543
##  [3559] 0.58904543 0.51519934 0.89355214 0.77434366 0.80957053 0.39873151
##  [3565] 0.33996715 0.39873151 0.30946847 0.30515633 0.47099944 0.63587863
##  [3571] 0.25206591 0.25206591 0.25206591 0.73759160 0.77434366 0.38257526
##  [3577] 0.22439058 0.47099944 0.51519934 0.77434366 0.80957053 0.73759160
##  [3583] 0.35724635 0.50622667 0.47910275 0.38257526 0.47099944 0.47099944
##  [3589] 0.42932506 0.51519934 0.43747980 0.28397052 0.50467602 0.47099944
##  [3595] 0.43747980 0.43747980 0.73759160 0.42928819 0.42932506 0.47099944
##  [3601] 0.94309314 0.61998834 0.47910275 0.42932506 0.43502483 0.35724635
##  [3607] 0.42932506 0.34499401 0.73759160 0.25206591 0.41491011 0.34499401
##  [3613] 0.51519934 0.39873151 0.38257526 0.48829134 0.35724635 0.77434366
##  [3619] 0.66491950 0.63587863 0.10288034 0.35724635 0.31821820 0.54375418
##  [3625] 0.12334087 0.15991883 0.90753275 0.82718633 0.82602712 0.21996063
##  [3631] 0.15991883 0.17274585 0.22439058 0.25206591 0.21996063 0.90476083
##  [3637] 0.51519934 0.82602712 0.22439058 0.34499401 0.42928819 0.42928819
##  [3643] 0.30946847 0.51519934 0.30515633 0.22439058 0.38257526 0.80957053
##  [3649] 0.94309314 0.47099944 0.15439714 0.25199394 0.25206591 0.16895099
##  [3655] 0.63587863 0.61951311 0.73759160 0.77434366 0.66491950 0.77434366
##  [3661] 0.63587863 0.58904543 0.58904543 0.54375418 0.77434366 0.82602712
##  [3667] 0.43747980 0.43747980 0.41491011 0.26570038 0.31821820 0.31821820
##  [3673] 0.61142800 0.50622667 0.82602712 0.25206591 0.43747980 0.34499401
##  [3679] 0.39873151 0.50467602 0.38257526 0.42932506 0.23806932 0.43502483
##  [3685] 0.55887947 0.73759160 0.73759160 0.95895943 1.01942238 1.01942238
##  [3691] 0.55727791 0.55727791 0.73759160 0.82602712 0.77434366 0.80197633
##  [3697] 0.35724635 0.25206591 0.42932506 0.47099944 0.35724635 0.50622667
##  [3703] 0.63587863 0.30515633 0.28397052 0.31821820 0.90734981 0.80957053
##  [3709] 0.51519934 0.42928819 0.61142800 0.80957053 0.77434366 0.63587863
##  [3715] 0.63587863 0.58904543 0.63587863 0.41491011 0.43747980 0.35724635
##  [3721] 0.35724635 0.50467602 0.30515633 0.66491950 0.43502483 0.73759160
##  [3727] 0.35693451 0.39873151 0.43747980 0.73759160 0.54375418 0.47099944
##  [3733] 0.50467602 0.80197633 0.89355214 0.61951311 0.50467602 0.63587863
##  [3739] 0.32431779 0.28397052 0.33989433 0.94728210 0.22439058 0.30946847
##  [3745] 0.33989433 0.51519934 0.61142800 0.38257526 0.32431779 0.35724635
##  [3751] 0.83902879 0.80197633 0.77434366 0.23806932 0.32431779 0.33989433
##  [3757] 0.55727791 0.23319718 0.21996063 0.90615211 0.82602712 0.95895943
##  [3763] 0.42932506 0.43747980 0.32431779 0.23806932 0.17274585 0.22439058
##  [3769] 0.94309314 0.58904543 0.90753275 0.23920196 0.17274585 0.38257526
##  [3775] 0.17274585 0.21996063 0.31821820 0.38257526 0.43747980 0.50467602
##  [3781] 0.63587863 0.47099944 0.33989433 0.13710306 0.31270008 0.25206591
##  [3787] 0.94309314 0.82602712 0.80957053 0.95895943 0.89355214 0.77434366
##  [3793] 0.90753275 0.80197633 0.89355214 0.73759160 0.73759160 0.83902879
##  [3799] 0.31821820 0.38257526 0.48829134 0.31821820 0.43502483 0.25199394
##  [3805] 0.66491950 0.50622667 0.83902879 0.30946847 0.47099944 0.34499401
##  [3811] 0.61951311 0.58904543 0.42928819 0.43502483 0.35693451 0.54375418
##  [3817] 0.63587863 0.66491950 0.77434366 1.02826654 1.04075255 1.04075255
##  [3823] 0.90753275 0.55887947 0.73759160 0.90476083 0.94309314 0.94728210
##  [3829] 0.51519934 0.39873151 0.43502483 0.42928819 0.50467602 0.47099944
##  [3835] 0.77434366 0.32431779 0.31821820 0.26570038 0.94728210 0.90753275
##  [3841] 0.41491011 0.38257526 0.51519934 0.90753275 0.94728210 0.80957053
##  [3847] 0.77434366 0.66491950 0.73759160 0.47099944 0.51519934 0.54375418
##  [3853] 0.47856672 0.47099944 0.42928819 0.80957053 0.51519934 0.73759160
##  [3859] 0.43502483 0.55727791 0.58904543 0.82602712 0.66491950 0.59329351
##  [3865] 0.66491950 0.80957053 0.77434366 0.73759160 0.54375418 0.77434366
##  [3871] 0.35724635 0.31821820 0.41491011 0.95895943 0.25199394 0.26570038
##  [3877] 0.43747980 0.51519934 0.66491950 0.47099944 0.38863356 0.50467602
##  [3883] 0.80197633 0.77434366 0.73759160 0.26570038 0.35724635 0.47099944
##  [3889] 0.51519934 0.25206591 0.30515633 0.90753275 0.94309314 0.94309314
##  [3895] 0.38257526 0.30946847 0.35724635 0.33989433 0.17274585 0.17274585
##  [3901] 0.90615211 0.58904543 1.01942238 0.34499401 0.17274585 0.47099944
##  [3907] 0.22439058 0.25199394 0.17274585 0.47099944 0.33989433 0.47099944
##  [3913] 0.66491950 0.41491011 0.33989433 0.43747980 0.28397052 0.63587863
##  [3919] 0.66491950 0.73759160 0.73759160 0.58904543 0.66491950 0.82602712
##  [3925] 0.77434366 0.82602712 0.77434366 0.77434366 0.80957053 0.32431779
##  [3931] 0.50622667 0.42932506 0.31821820 0.61142800 0.38257526 0.66491950
##  [3937] 0.55727791 0.82602712 0.23806932 0.32431779 0.23920196 0.55887947
##  [3943] 0.47099944 0.47099944 0.35724635 0.38863356 0.73759160 0.66491950
##  [3949] 0.80957053 0.80957053 1.04075255 1.16053292 1.07343087 0.95895943
##  [3955] 0.82602712 0.82602712 0.94728210 0.94309314 1.07343087 0.51519934
##  [3961] 0.41491011 0.47099944 0.38257526 0.47099944 0.61951311 0.77434366
##  [3967] 0.33989433 0.38257526 0.35724635 0.95895943 0.95895943 0.47099944
##  [3973] 0.35693451 0.47910275 0.80957053 0.73759160 0.73759160 0.77434366
##  [3979] 0.58904543 0.73322425 0.50467602 0.51519934 0.47099944 0.42928819
##  [3985] 0.33989433 0.38863356 0.63587863 0.55727791 0.66491950 0.33989433
##  [3991] 0.47099944 0.47099944 0.80957053 0.63587863 0.58904543 0.58904543
##  [3997] 0.90753275 0.83902879 0.94309314 0.54375418 0.63587863 0.26570038
##  [4003] 0.32431779 0.34499401 0.90753275 0.21996063 0.38257526 0.42928819
##  [4009] 0.80957053 0.80197633 0.30515633 0.35724635 0.43502483 0.77434366
##  [4015] 0.89355214 0.90476083 0.38257526 0.43747980 0.50622667 0.47099944
##  [4021] 0.41491011 0.43747980 1.07181792 1.04075255 1.07343087 0.47099944
##  [4027] 0.42928819 0.46446189 0.28397052 0.21723297 0.17274585 1.04075255
##  [4033] 0.82602712 1.04075255 0.32431779 0.25199394 0.38257526 0.23920196
##  [4039] 0.23920196 0.35724635 0.38863356 0.35693451 0.42932506 0.73759160
##  [4045] 0.51519934 0.35693451 0.09731335 0.70267285 0.58904543 0.77434366
##  [4051] 0.66491950 0.55727791 0.63587863 0.50467602 0.50622667 0.47099944
##  [4057] 0.73759160 0.66491950 0.77434366 0.25199394 0.26570038 0.34499401
##  [4063] 0.17274585 0.15991883 0.16895099 0.47099944 0.51519934 0.73759160
##  [4069] 0.38257526 0.47099944 0.30515633 0.42932506 0.47856672 0.31821820
##  [4075] 0.47910275 0.35693451 0.50622667 0.50622667 0.66491950 0.66491950
##  [4081] 0.90753275 0.90753275 0.95895943 0.58904543 0.48829134 0.73759160
##  [4087] 0.73759160 0.77434366 0.77434366 0.35724635 0.30946847 0.38863356
##  [4093] 0.32431779 0.38863356 0.39873151 0.66491950 0.25206591 0.25199394
##  [4099] 0.31821820 0.82602712 0.80957053 0.35724635 0.26570038 0.42932506
##  [4105] 0.66491950 0.63587863 0.77434366 0.63587863 0.48829134 0.58904543
##  [4111] 0.51519934 0.43502483 0.47910275 0.50467602 0.31821820 0.41491011
##  [4117] 0.50467602 0.32431779 0.47910275 0.47099944 0.43502483 0.39873151
##  [4123] 0.80957053 0.43747980 0.38257526 0.38257526 1.00181868 0.80197633
##  [4129] 0.47099944 0.47910275 0.47910275 0.43502483 0.38257526 0.33989433
##  [4135] 0.73759160 0.25206591 0.33989433 0.39873151 0.50622667 0.50467602
##  [4141] 0.41491011 0.42928819 0.38257526 0.82602712 0.77434366 0.77434366
##  [4147] 0.12334087 0.26570038 0.38863356 0.47099944 0.11218029 0.22439058
##  [4153] 0.77434366 0.82602712 0.73759160 0.17274585 0.23806932 0.17966972
##  [4159] 0.26570038 0.31821820 0.18997295 0.79565122 0.50622667 0.77434366
##  [4165] 0.34499401 0.43747980 0.26570038 0.32431779 0.35724635 0.42932506
##  [4171] 0.25199394 0.33989433 0.33989433 0.90476083 0.89355214 0.58904543
##  [4177] 0.65545678 0.63587863 0.66491950 0.63587863 0.55727791 0.66491950
##  [4183] 0.54375418 0.47099944 0.47099944 0.61951311 0.58904543 0.67312712
##  [4189] 0.41491011 0.35724635 0.47099944 0.11218029 0.11218029 0.10288034
##  [4195] 0.42928819 0.48829134 0.77434366 0.23920196 0.35724635 0.28397052
##  [4201] 0.47910275 0.43747980 0.41491011 0.38257526 0.34499401 0.55887947
##  [4207] 0.42932506 0.63587863 0.63587863 0.77434366 0.90476083 0.94309314
##  [4213] 0.73759160 0.58904543 0.61951311 0.66491950 0.63587863 0.73759160
##  [4219] 0.47099944 0.38863356 0.42928819 0.28397052 0.31821820 0.35724635
##  [4225] 0.66491950 0.17274585 0.13622617 0.15991883 0.66491950 0.73759160
##  [4231] 0.32431779 0.17274585 0.35693451 0.51519934 0.66491950 0.66491950
##  [4237] 0.73759160 0.43747980 0.47099944 0.47099944 0.50622667 0.47910275
##  [4243] 0.35724635 0.34499401 0.25199394 0.39873151 0.32431779 0.42928819
##  [4249] 0.47099944 0.31821820 0.43502483 0.63587863 0.41491011 0.34499401
##  [4255] 0.34499401 0.77434366 0.73759160 0.55727791 0.38257526 0.47099944
##  [4261] 0.35724635 0.34499401 0.35724635 0.58904543 0.25199394 0.38863356
##  [4267] 0.35724635 0.35693451 0.35693451 0.33989433 0.55727791 0.43747980
##  [4273] 0.73759160 0.61951311 0.66491950 0.09731335 0.35693451 0.42932506
##  [4279] 0.61998834 0.09261021 0.13710306 0.73759160 0.73759160 0.63587863
##  [4285] 0.12334087 0.16895099 0.16895099 0.23806932 0.17274585 0.25199394
##  [4291] 0.77434366 0.35724635 0.77434366 0.38257526 0.41491011 0.41491011
##  [4297] 0.25199394 0.28397052 0.42932506 0.25206591 0.30515633 0.39873151
##  [4303] 0.66491950 0.80957053 0.35724635 0.09731335 0.11218029 0.09261021
##  [4309] 0.08029497 0.12334087 0.38257526 0.47099944 0.42932506 0.17274585
##  [4315] 0.15991883 0.13622617 0.47099944 0.38863356 0.47099944 0.51519934
##  [4321] 0.89355214 0.63587863 0.11218029 0.15991883 0.12334087 0.66491950
##  [4327] 0.94728210 0.63587863 0.51519934 0.41491011 0.50622667 0.55887947
##  [4333] 0.66491950 0.73759160 0.10288034 0.15991883 0.09261021 0.80957053
##  [4339] 0.90753275 0.66491950 0.43502483 0.63587863 0.55887947 0.58904543
##  [4345] 0.66491950 0.63587863 0.50622667 0.47099944 0.66491950 0.22439058
##  [4351] 0.22439058 0.15991883 0.10288034 0.38257526 0.30515633 0.39873151
##  [4357] 0.12334087 0.15991883 0.38257526 0.51519934 0.47099944 0.47099944
##  [4363] 0.09261021 0.09069718 0.12334087 0.33989433 0.54375418 0.47099944
##  [4369] 0.54375418 0.51519934 0.28397052 0.35724635 0.38863356 0.42932506
##  [4375] 0.42928819 0.31821820 0.25206591 0.17274585 0.21996063 0.12334087
##  [4381] 0.43502483 0.43747980 0.33989433 0.17274585 0.17274585 0.47099944
##  [4387] 0.43747980 0.51519934 0.58904543 0.66491950 0.77434366 0.58904543
##  [4393] 0.47099944 0.58904543 0.47099944 0.47099944 0.42928819 0.35724635
##  [4399] 0.55727791 0.41491011 0.09261021 0.12334087 0.15991883 0.61142800
##  [4405] 0.51519934 0.42928819 0.47099944 0.58904543 0.63587863 0.90476083
##  [4411] 0.73759160 0.66491950 0.63587863 0.66491950 0.63587863 0.73759160
##  [4417] 0.66491950 0.50467602 0.55727791 0.47099944 0.66491950 0.77434366
##  [4423] 0.95895943 0.66491950 0.90615211 0.66491950 0.95895943 0.38863356
##  [4429] 0.50622667 0.47099944 0.90476083 1.00181868 0.79565122 0.12334087
##  [4435] 0.09069718 0.09261021 0.10288034 0.38863356 0.43747980 0.33989433
##  [4441] 0.30515633 0.12334087 0.16895099 0.41491011 0.35724635 0.33996715
##  [4447] 0.43747980 0.58904543 0.63587863 0.11218029 0.11218029 0.09731335
##  [4453] 0.41491011 0.66491950 0.58904543 0.38863356 0.30515633 0.38257526
##  [4459] 0.61142800 0.73759160 0.61998834 0.13710306 0.23920196 0.12334087
##  [4465] 0.89355214 0.94309314 0.94309314 0.58904543 0.48829134 0.61998834
##  [4471] 0.66491950 0.73759160 0.77434366 0.54375418 0.35724635 0.55727791
##  [4477] 0.26570038 0.13622617 0.12334087 0.12334087 0.25199394 0.21996063
##  [4483] 0.21996063 0.12334087 0.22439058 0.43502483 0.35724635 0.47099944
##  [4489] 0.41491011 0.10288034 0.12334087 0.09731335 0.35693451 0.47099944
##  [4495] 0.51519934 0.39873151 0.35724635 0.18991865 0.28397052 0.33996715
##  [4501] 0.30515633 0.38257526 0.31821820 0.12334087 0.12334087 0.12334087
##  [4507] 0.28397052 0.33996715 0.38257526 0.34499401 0.26570038 0.17274585
##  [4513] 0.47099944 0.47910275 0.47099944 0.47099944 0.54375418 0.54375418
##  [4519] 0.51519934 0.51519934 0.43502483 0.39873151 0.35693451 0.50622667
##  [4525] 0.41491011 0.55727791 0.31821820 0.25199394 0.16895099 0.17274585
##  [4531] 0.58904543 0.63587863 0.35724635 0.61998834 0.54375418 0.50622667
##  [4537] 0.90753275 0.77434366 0.73759160 0.63587863 0.61142800 0.50622667
##  [4543] 0.66491950 0.55727791 0.42932506 0.77434366 0.55887947 0.77434366
##  [4549] 0.73759160 0.82602712 0.61142800 0.90753275 0.73759160 0.82602712
##  [4555] 0.33989433 0.47099944 0.35724635 0.77434366 0.90753275 0.77434366
##  [4561] 0.12334087 0.09731335 0.16895099 0.50467602 0.58904543 0.50622667
##  [4567] 0.17274585 0.12334087 0.17274585 0.55727791 0.51519934 0.50622667
##  [4573] 0.47099944 0.77434366 0.73759160 0.23319718 0.22439058 0.23319718
##  [4579] 0.77434366 0.94309314 0.80957053 0.73759160 0.63587863 0.58904543
##  [4585] 0.80197633 0.82602712 0.77434366 0.17274585 0.30515633 0.13622617
##  [4591] 0.80957053 0.80957053 0.80957053 0.73759160 0.48829134 0.63587863
##  [4597] 0.54375418 0.73759160 0.73759160 0.66491950 0.58904543 0.80957053
##  [4603] 0.33996715 0.17274585 0.30946847 0.15991883 0.30946847 0.30515633
##  [4609] 0.30515633 0.13710306 0.17274585 0.47099944 0.38863356 0.54375418
##  [4615] 0.61142800 0.13710306 0.12334087 0.15991883 0.51519934 0.66491950
##  [4621] 0.66491950 0.73759160 0.63587863 0.34499401 0.41491011 0.47099944
##  [4627] 0.54375418 0.48829134 0.47910275 0.16895099 0.22439058 0.25199394
##  [4633] 0.25206591 0.51519934 0.58904543 0.39873151 0.25199394 0.15991883
##  [4639] 0.58904543 0.43747980 0.47910275 0.55727791 0.58904543 0.63587863
##  [4645] 0.66491950 0.63587863 0.68492094 0.51519934 0.63587863 0.63587863
##  [4651] 0.63587863 0.80957053 0.43747980 0.15991883 0.12334087 0.12334087
##  [4657] 0.61142800 0.89355214 0.55887947 0.77434366 0.72872782 0.63587863
##  [4663] 0.90476083 0.73759160 0.66491950 0.82602712 0.61951311 0.73759160
##  [4669] 0.77434366 0.73759160 0.58904543 0.61998834 0.50622667 0.73759160
##  [4675] 0.73759160 0.90615211 0.73759160 0.94309314 0.73759160 0.77434366
##  [4681] 0.47099944 0.58904543 0.51519934 0.90476083 1.00181868 0.89355214
##  [4687] 0.08029497 0.09731335 0.30515633 0.35724635 0.30515633 0.25199394
##  [4693] 0.12334087 0.15439714 0.38863356 0.38863356 0.33989433 0.55727791
##  [4699] 0.66491950 0.77434366 0.12334087 0.12334087 0.10288034 0.58904543
##  [4705] 0.90734981 0.61142800 0.42928819 0.33996715 0.47099944 0.55727791
##  [4711] 0.61951311 0.73759160 0.11218029 0.17274585 0.12334087 0.90753275
##  [4717] 1.01942238 0.95895943 0.47099944 0.43502483 0.61142800 0.73759160
##  [4723] 0.77434366 0.80957053 0.48946298 0.48829134 0.61998834 0.23806932
##  [4729] 0.17274585 0.16387306 0.12334087 0.38257526 0.23806932 0.32431779
##  [4735] 0.13622617 0.20176688 0.31821820 0.43502483 0.34499401 0.32431779
##  [4741] 0.09261021 0.09261021 0.09731335 0.41491011 0.48829134 0.50622667
##  [4747] 0.42932506 0.42928819 0.22439058 0.33989433 0.35724635 0.17274585
##  [4753] 0.31821820 0.17274585 0.17274585 0.12334087 0.17274585 0.17274585
##  [4759] 0.25206591 0.35724635 0.17274585 0.23319718 0.17274585 0.47099944
##  [4765] 0.47099944 0.35724635 0.54375418 0.51519934 0.50467602 0.43502483
##  [4771] 0.54375418 0.50467602 0.54375418 0.33996715 0.42928819 0.38863356
##  [4777] 0.54375418 0.33996715 0.17274585 0.15991883 0.15991883 0.63587863
##  [4783] 0.63587863 0.43747980 0.47910275 0.58904543 0.66491950 0.80957053
##  [4789] 0.82602712 0.82602712 0.66491950 0.55727791 0.50467602 0.77434366
##  [4795] 0.66491950 0.51519934 0.66491950 0.58904543 0.77434366 0.90615211
##  [4801] 0.94309314 0.63587863 1.00181868 0.77434366 1.00181868 0.30515633
##  [4807] 0.38257526 0.43502483 0.90734981 1.07181792 0.90615211 0.09261021
##  [4813] 0.25206591 0.47099944 0.31821820 0.17274585 0.09261021 0.11218029
##  [4819] 0.41491011 0.41491011 0.34499401 0.55887947 0.63587863 0.58904543
##  [4825] 0.10288034 0.12334087 0.10288034 0.63587863 0.77434366 0.54375418
##  [4831] 0.42932506 0.35693451 0.47099944 0.58904543 0.63587863 0.63587863
##  [4837] 0.11218029 0.13622617 0.09261021 0.90615211 1.01942238 0.80957053
##  [4843] 0.54375418 0.41491011 0.51519934 0.66491950 0.73759160 0.73759160
##  [4849] 0.43502483 0.47099944 0.55887947 0.16895099 0.15991883 0.17274585
##  [4855] 0.09261021 0.31821820 0.21996063 0.31821820 0.13710306 0.15991883
##  [4861] 0.30946847 0.33989433 0.35724635 0.38257526 0.09069718 0.09069718
##  [4867] 0.09731335 0.35693451 0.50622667 0.47910275 0.50622667 0.48829134
##  [4873] 0.23806932 0.30515633 0.31821820 0.34499401 0.30515633 0.30515633
##  [4879] 0.17274585 0.12334087 0.15991883 0.15991883 0.33996715 0.31821820
##  [4885] 0.22439058 0.17274585 0.12334087 0.39873151 0.38257526 0.39873151
##  [4891] 0.55727791 0.50467602 0.51519934 0.42928819 0.47910275 0.55727791
##  [4897] 0.55887947 0.38863356 0.38863356 0.26570038 0.51519934 0.30515633
##  [4903] 0.12334087 0.12334087 0.11218029 0.51519934 0.51519934 0.35724635
##  [4909] 0.42932506 0.58904543 0.73759160 0.89355214 0.80197633 0.73759160
##  [4915] 0.63587863 0.55887947 0.47099944 0.63587863 0.61951311 0.47099944
##  [4921] 0.63587863 0.47099944 0.73759160 0.58904543 0.94309314 0.66491950
##  [4927] 0.77434366 0.61951311 1.01942238 0.31270008 0.39873151 0.30515633
##  [4933] 0.94309314 0.95895943 0.73759160 0.31821820 0.43747980 0.30515633
##  [4939] 0.26570038 0.13622617 0.12334087 0.38257526 0.43747980 0.30515633
##  [4945] 0.42928819 0.73759160 0.50622667 0.13710306 0.15991883 0.13710306
##  [4951] 0.43747980 0.55887947 0.61951311 0.37201885 0.25199394 0.35693451
##  [4957] 0.47099944 0.58904543 0.66491950 0.15991883 0.25199394 0.13622617
##  [4963] 1.01942238 1.04075255 0.94728210 0.77434366 0.54375418 0.66491950
##  [4969] 0.77434366 0.80957053 0.80197633 0.43502483 0.43502483 0.42932506
##  [4975] 0.30515633 0.32431779 0.25206591 0.13622617 0.35724635 0.32431779
##  [4981] 0.31821820 0.17274585 0.26570038 0.25199394 0.34499401 0.31821820
##  [4987] 0.38257526 0.09261021 0.09731335 0.11218029 0.32431779 0.47099944
##  [4993] 0.55887947 0.43747980 0.42932506 0.17274585 0.30515633 0.35693451
##  [4999] 0.25199394 0.28397052 0.31821820 0.17274585 0.17274585 0.17274585
##  [5005] 0.30515633 0.35693451 0.25206591 0.23920196 0.16895099 0.16895099
##  [5011] 0.25199394 0.35724635 0.23806932 0.55727791 0.54375418 0.50622667
##  [5017] 0.38257526 0.47910275 0.54375418 0.43747980 0.35724635 0.31821820
##  [5023] 0.35693451 0.47099944 0.26570038 0.21996063 0.17274585 0.15991883
##  [5029] 0.66491950 0.47099944 0.25206591 0.38863356 0.63587863 0.54375418
##  [5035] 1.01942238 1.01942238 0.82602712 0.58904543 0.55727791 0.50622667
##  [5041] 0.61951311 0.51519934 0.50467602 0.78451936 0.50622667 0.90615211
##  [5047] 0.73759160 0.94309314 0.55887947 1.01942238 0.71846198 0.95895943
##  [5053] 0.30515633 0.43747980 0.33996715 1.00181868 1.04075255 0.80197633
##  [5059] 0.09731335 0.09261021 0.55727791 0.38257526 0.32431779 0.54375418
##  [5065] 0.63587863 0.43502483 0.39873151 0.61951311 0.54375418 0.34499401
##  [5071] 0.43747980 0.47099944 0.41491011 0.90476083 0.43502483 0.35724635
##  [5077] 0.41491011 0.34499401 0.55727791 0.58904543 0.80957053 0.30515633
##  [5083] 0.41491011 0.38257526 0.66491950 0.77434366 0.90615211 0.66491950
##  [5089] 0.77434366 0.77434366 0.51519934 0.47099944 0.35724635 0.61951311
##  [5095] 0.42932506 0.43747980 0.35724635 0.42932506 0.47099944 0.43747980
##  [5101] 0.58904543 0.58904543 0.66491950 0.61142800 0.77434366 0.17274585
##  [5107] 0.17274585 0.17274585 0.13622617 0.33989433 0.42450584 0.41491011
##  [5113] 0.12334087 0.23920196 0.63587863 0.55887947 0.58904543 0.55887947
##  [5119] 0.63587863 0.61951311 0.13710306 0.12334087 0.16895099 0.58904543
##  [5125] 0.47099944 0.58904543 0.38257526 0.12334087 0.16895099 0.15991883
##  [5131] 0.63587863 0.41491011 0.10288034 0.12334087 0.13710306 0.66491950
##  [5137] 0.58904543 0.61951311 0.15439714 0.50622667 0.61951311 0.66491950
##  [5143] 0.13622617 0.12334087 0.58904543 0.43747980 0.43747980 0.51519934
##  [5149] 0.47099944 0.47856672 0.47099944 0.47910275 0.38863356 0.55887947
##  [5155] 0.50467602 0.47099944 0.58904543 0.55727791 0.66491950 0.55887947
##  [5161] 0.63587863 0.42932506 0.55887947 0.43747980 0.51519934 0.43747980
##  [5167] 0.30515633 0.61951311 0.55887947 0.89355214 0.82602712 0.94309314
##  [5173] 0.82602712 1.01942238 0.43502483 0.31270008 0.47099944 1.04075255
##  [5179] 1.16053292 0.79565122 0.10288034 0.58904543 0.47099944 0.41491011
##  [5185] 0.38257526 0.42928819 0.38257526 0.38257526 0.61951311 0.47099944
##  [5191] 0.58904543 0.48829134 0.66491950 0.38863356 0.66491950 0.32431779
##  [5197] 0.35693451 0.38863356 0.31821820 0.48829134 0.50622667 0.73759160
##  [5203] 0.43502483 0.47099944 0.55887947 0.61951311 0.90476083 0.95895943
##  [5209] 0.66491950 0.66491950 0.66491950 0.77434366 0.51519934 0.55727791
##  [5215] 0.58904543 0.47099944 0.42932506 0.43747980 0.63587863 0.66491950
##  [5221] 0.47099944 0.50622667 0.58904543 0.55887947 0.77434366 0.79565122
##  [5227] 0.17274585 0.17274585 0.16895099 0.15991883 0.51519934 0.49166063
##  [5233] 0.47099944 0.09261021 0.17274585 0.58904543 0.50622667 0.47910275
##  [5239] 0.55887947 0.66491950 0.54375418 0.13622617 0.13622617 0.15991883
##  [5245] 0.63587863 0.61142800 0.58904543 0.42932506 0.11218029 0.17274585
##  [5251] 0.13710306 0.77434366 0.51519934 0.12334087 0.17274585 0.12334087
##  [5257] 0.54375418 0.55887947 0.61951311 0.17274585 0.42928819 0.47099944
##  [5263] 0.55727791 0.16387306 0.15991883 0.38257526 0.42932506 0.38863356
##  [5269] 0.58904543 0.58904543 0.48829134 0.43747980 0.38863356 0.39873151
##  [5275] 0.54375418 0.50622667 0.43502483 0.66491950 0.66491950 0.73759160
##  [5281] 0.54375418 0.47099944 0.35724635 0.58904543 0.43747980 0.47099944
##  [5287] 0.58904543 0.42932506 0.73759160 0.66491950 0.73759160 0.77434366
##  [5293] 0.94728210 0.82602712 0.94728210 0.38257526 0.25206591 0.55727791
##  [5299] 1.04075255 1.07343087 0.82602712 0.58904543 0.38257526 0.35724635
##  [5305] 0.47099944 0.58904543 0.38257526 0.38257526 0.61951311 0.50467602
##  [5311] 0.42932506 0.41491011 0.47099944 0.35724635 0.77434366 0.43502483
##  [5317] 0.25199394 0.35724635 0.38257526 0.47910275 0.54375418 0.73759160
##  [5323] 0.25206591 0.38257526 0.43747980 0.61951311 0.80197633 0.80197633
##  [5329] 0.73759160 0.73759160 0.73759160 0.66491950 0.55887947 0.50622667
##  [5335] 0.61951311 0.50467602 0.42932506 0.35724635 0.38863356 0.47910275
##  [5341] 0.47099944 0.61998834 0.50622667 0.55887947 0.61142800 0.54375418
##  [5347] 0.22439058 0.16895099 0.21996063 0.12334087 0.41491011 0.43747980
##  [5353] 0.43747980 0.10288034 0.15991883 0.58904543 0.54375418 0.54375418
##  [5359] 0.38863356 0.51519934 0.54375418 0.12334087 0.11218029 0.12334087
##  [5365] 0.43747980 0.43502483 0.43747980 0.35693451 0.09731335 0.12334087
##  [5371] 0.12334087 0.55727791 0.43747980 0.11218029 0.16895099 0.12334087
##  [5377] 0.54375418 0.61142800 0.54375418 0.28397052 0.58904543 0.43502483
##  [5383] 0.54375418 0.15991883 0.26570038 0.55727791 0.50622667 0.32431779
##  [5389] 0.55887947 0.47099944 0.51519934 0.54375418 0.47910275 0.38863356
##  [5395] 0.55887947 0.47099944 0.47099944 0.66491950 0.55727791 0.80197633
##  [5401] 0.51519934 0.43502483 0.35724635 0.63587863 0.51519934 0.49998176
##  [5407] 0.54375418 0.42928819 0.66491950 0.66491950 0.73759160 0.73759160
##  [5413] 1.00482398 0.82602712 1.00181868 0.41491011 0.28397052 0.47099944
##  [5419] 1.01942238 1.16053292 0.94309314 0.09261021 0.09731335 0.42928819
##  [5425] 0.31821820 0.43747980 0.50467602 0.77434366 0.55887947 0.12334087
##  [5431] 0.17274585 0.17274585 0.55727791 0.73759160 0.63587863 0.50467602
##  [5437] 0.47099944 0.51519934 0.58904543 0.61142800 0.58904543 0.21996063
##  [5443] 0.13622617 0.09261021 0.66491950 0.94309314 0.82602712 0.47099944
##  [5449] 0.50622667 0.43502483 0.77434366 0.80957053 0.90476083 0.32431779
##  [5455] 0.35724635 0.50467602 0.23920196 0.23920196 0.28397052 0.11218029
##  [5461] 0.35724635 0.35693451 0.38257526 0.17274585 0.15991883 0.47856672
##  [5467] 0.42928819 0.55727791 0.61998834 0.15991883 0.21996063 0.21996063
##  [5473] 0.50622667 0.58904543 0.41491011 0.63587863 0.55887947 0.35724635
##  [5479] 0.54375418 0.55727791 0.43747980 0.43502483 0.42932506 0.35693451
##  [5485] 0.28397052 0.35724635 0.09261021 0.43747980 0.50622667 0.47099944
##  [5491] 0.11218029 0.09731335 0.66491950 0.54375418 0.51519934 0.39873151
##  [5497] 0.50622667 0.51519934 0.63587863 0.51519934 0.51519934 0.38257526
##  [5503] 0.55887947 0.55727791 0.42928819 0.61142800 0.38257526 0.11218029
##  [5509] 0.11218029 0.09069718 0.58904543 0.61998834 0.39873151 0.47099944
##  [5515] 0.61142800 0.66491950 0.90615211 0.82602712 0.66491950 0.61951311
##  [5521] 0.63587863 0.73759160 0.73759160 0.49166063 0.43502483 0.77434366
##  [5527] 0.51519934 0.77434366 0.73759160 0.80957053 0.66491950 0.90734981
##  [5533] 0.63587863 0.77434366 0.38257526 0.41491011 0.54375418 0.90615211
##  [5539] 0.94309314 0.80197633 0.08029497 0.35693451 0.42932506 0.38257526
##  [5545] 0.50622667 0.66491950 0.63587863 0.12334087 0.15991883 0.17274585
##  [5551] 0.54375418 0.63587863 0.55887947 0.47099944 0.35724635 0.42932506
##  [5557] 0.58904543 0.61951311 0.79565122 0.12334087 0.12334087 0.08997732
##  [5563] 0.77434366 0.94309314 0.77434366 0.63587863 0.47099944 0.39873151
##  [5569] 0.73759160 0.63587863 0.66491950 0.41491011 0.43747980 0.43747980
##  [5575] 0.13622617 0.17274585 0.15991883 0.10288034 0.41491011 0.25199394
##  [5581] 0.21996063 0.12334087 0.12334087 0.34499401 0.28397052 0.33989433
##  [5587] 0.38257526 0.13710306 0.15991883 0.13297607 0.43502483 0.43747980
##  [5593] 0.50622667 0.47099944 0.50622667 0.26570038 0.35724635 0.42932506
##  [5599] 0.38257526 0.33996715 0.35724635 0.30515633 0.25199394 0.28397052
##  [5605] 0.09069718 0.31821820 0.38863356 0.32431779 0.12334087 0.09069718
##  [5611] 0.42928819 0.38863356 0.50622667 0.42928819 0.43502483 0.47099944
##  [5617] 0.47099944 0.50622667 0.58904543 0.58904543 0.43747980 0.43747980
##  [5623] 0.47099944 0.58904543 0.35724635 0.09261021 0.09261021 0.09069718
##  [5629] 0.58904543 0.63587863 0.38257526 0.51519934 0.66491950 0.66491950
##  [5635] 0.80957053 0.73759160 0.61998834 0.66491950 0.50622667 0.58904543
##  [5641] 0.66491950 0.50622667 0.41491011 0.66491950 0.38863356 0.77434366
##  [5647] 0.73759160 0.82602712 0.79565122 1.01942238 0.73759160 0.90753275
##  [5653] 0.28397052 0.42928819 0.38257526 0.90753275 1.04075255 0.77434366
##  [5659] 0.41491011 0.33989433 0.38257526 0.66491950 0.94309314 0.79565122
##  [5665] 0.15439714 0.15991883 0.17274585 0.58904543 0.77434366 0.61951311
##  [5671] 0.47910275 0.43747980 0.43747980 0.55887947 0.63587863 0.66491950
##  [5677] 0.15991883 0.12334087 0.09069718 0.94309314 1.01942238 0.94309314
##  [5683] 0.54375418 0.63587863 0.47099944 0.90476083 0.77434366 0.77434366
##  [5689] 0.35693451 0.42932506 0.51519934 0.17274585 0.21996063 0.26570038
##  [5695] 0.12334087 0.47099944 0.34499401 0.42928819 0.13710306 0.25199394
##  [5701] 0.32431779 0.35724635 0.38863356 0.33996715 0.15991883 0.17274585
##  [5707] 0.12334087 0.42928819 0.38863356 0.51519934 0.47099944 0.38863356
##  [5713] 0.32431779 0.43747980 0.47099944 0.31821820 0.38257526 0.21996063
##  [5719] 0.38257526 0.35693451 0.35724635 0.11218029 0.31821820 0.38257526
##  [5725] 0.34499401 0.10288034 0.06970624 0.35724635 0.34499401 0.47099944
##  [5731] 0.38863356 0.49166063 0.54375418 0.43747980 0.55727791 0.66491950
##  [5737] 0.63587863 0.42932506 0.35693451 0.48381873 0.51519934 0.35693451
##  [5743] 0.10288034 0.09261021 0.09261021 0.66504558 0.51519934 0.32431779
##  [5749] 0.42932506 0.66491950 0.90753275 0.94728210 0.89355214 0.73759160
##  [5755] 0.77434366 0.66491950 0.77434366 0.63587863 0.58904543 0.38257526
##  [5761] 0.77434366 0.50622667 0.94309314 0.79565122 0.94728210 0.73759160
##  [5767] 1.07343087 0.73759160 1.06011674 0.35724635 0.43502483 0.47910275
##  [5773] 1.01942238 1.16031907 0.90734981 0.09261021 0.12334087 0.25199394
##  [5779] 0.50622667 0.32431779 0.38863356 0.42928819 0.55727791 0.33989433
##  [5785] 0.38257526 0.17274585 0.15991883 0.17274585 0.12334087 0.38863356
##  [5791] 0.42928819 0.47099944 0.39873151 0.38863356 0.50622667 0.83902879
##  [5797] 1.01942238 0.89355214 0.50467602 0.38257526 0.43502483 0.89355214
##  [5803] 0.77434366 0.77434366 0.31821820 0.31821820 0.31821820 0.30515633
##  [5809] 0.39873151 0.35724635 0.35724635 0.39873151 0.32431779 0.35693451
##  [5815] 0.50467602 0.55887947 0.17274585 0.22439058 0.25199394 0.35693451
##  [5821] 0.31821820 0.32431779 0.47099944 0.35724635 0.33996715 0.33989433
##  [5827] 0.31821820 0.30515633 0.31821820 0.35724635 0.30515633 0.30946847
##  [5833] 0.33996715 0.33989433 0.25206591 0.32431779 0.30515633 0.47099944
##  [5839] 0.25206591 0.35724635 0.26570038 0.61998834 0.54375418 0.42365030
##  [5845] 0.42932506 0.43502483 0.21996063 0.23806932 0.31821820 0.47099944
##  [5851] 0.21996063 0.31821820 0.28397052 0.39873151 0.43502483 0.25199394
##  [5857] 0.28397052 0.22439058 0.50622667 0.53872773 0.47099944 0.22439058
##  [5863] 0.22439058 0.25206591 0.31270008 0.33989433 0.35724635 0.90753275
##  [5869] 0.90753275 0.73759160 0.42932506 0.33996715 0.35724635 0.33996715
##  [5875] 0.25206591 0.21996063 0.77434366 0.55887947 0.82602712 0.47099944
##  [5881] 0.54375418 0.43747980 0.54375418 0.35724635 0.43502483 0.13622617
##  [5887] 0.17274585 0.26570038 0.90734981 1.00181868 0.58904543 0.12334087
##  [5893] 0.26570038 0.38863356 0.30515633 0.32431779 0.25199394 0.38863356
##  [5899] 0.38863356 0.47099944 0.34499401 0.17274585 0.21996063 0.12334087
##  [5905] 0.47099944 0.42928819 0.31821820 0.35724635 0.28397052 0.25199394
##  [5911] 0.90476083 1.01942238 0.94728210 0.35724635 0.30946847 0.23806932
##  [5917] 0.77434366 0.89355214 0.73759160 0.32431779 0.31821820 0.43502483
##  [5923] 0.22439058 0.25199394 0.15991883 0.25206591 0.30515633 0.25199394
##  [5929] 0.21996063 0.38257526 0.42932506 0.25199394 0.26570038 0.39873151
##  [5935] 0.51519934 0.42928819 0.42932506 0.42928819 0.50467602 0.43502483
##  [5941] 0.30515633 0.43747980 0.31821820 0.26570038 0.35693451 0.38257526
##  [5947] 0.41491011 0.33989433 0.32431779 0.22439058 0.30515633 0.31821820
##  [5953] 0.58904543 0.38257526 0.35693451 0.32431779 0.63587863 0.54375418
##  [5959] 0.43747980 0.38257526 0.51519934 0.23806932 0.35693451 0.35724635
##  [5965] 0.58904543 0.23806932 0.26570038 0.25199394 0.35724635 0.25206591
##  [5971] 0.15991883 0.25199394 0.16895099 0.58904543 0.54375418 0.47099944
##  [5977] 0.31821820 0.23920196 0.16895099 0.21996063 0.25206591 0.43502483
##  [5983] 0.77434366 0.80197633 0.54375418 0.34499401 0.43747980 0.43747980
##  [5989] 0.35724635 0.34499401 0.23806932 0.73759160 0.51519934 0.73759160
##  [5995] 0.42932506 0.50467602 0.43747980 0.47099944 0.32431779 0.58904543
##  [6001] 0.11218029 0.21996063 0.13622617 0.77434366 0.77434366 0.61951311
##  [6007] 0.25206591 0.38863356 0.33989433 0.30946847 0.30515633 0.50622667
##  [6013] 0.25206591 0.41491011 0.25199394 0.11218029 0.13622617 0.11218029
##  [6019] 0.25199394 0.23806932 0.43502483 0.35724635 0.32431779 0.42932506
##  [6025] 0.95895943 1.01942238 1.04075255 0.43747980 0.48829134 0.43502483
##  [6031] 0.94309314 0.90753275 0.77434366 0.22439058 0.25206591 0.30515633
##  [6037] 0.25206591 0.25206591 0.31270008 0.28397052 0.33989433 0.23806932
##  [6043] 0.23806932 0.47910275 0.47099944 0.23806932 0.23806932 0.22439058
##  [6049] 0.38257526 0.35693451 0.42932506 0.32431779 0.47099944 0.39873151
##  [6055] 0.33996715 0.15439714 0.21996063 0.17274585 0.25199394 0.32431779
##  [6061] 0.32431779 0.31821820 0.31821820 0.26570038 0.33989433 0.30515633
##  [6067] 0.54375418 0.32431779 0.35724635 0.31821820 0.73759160 0.46463282
##  [6073] 0.38257526 0.35724635 0.25206591 0.31821820 0.32431779 0.34499401
##  [6079] 0.51519934 0.22439058 0.31821820 0.23806932 0.33989433 0.31821820
##  [6085] 0.15439714 0.16895099 0.12334087 0.66491950 0.47910275 0.51519934
##  [6091] 0.38257526 0.17274585 0.12334087 0.15991883 0.28397052 0.54375418
##  [6097] 0.90753275 0.94309314 0.80197633 0.42928819 0.38257526 0.28397052
##  [6103] 0.33996715 0.30515633 0.26570038 0.77434366 0.55727791 0.79565122
##  [6109] 0.35724635 0.42928819 0.31821820 0.61951311 0.33989433 0.63587863
##  [6115] 0.12334087 0.15991883 0.15991883 0.94728210 0.94728210 0.66491950
##  [6121] 0.12334087 0.09731335 0.30515633 0.47099944 0.61142800 0.25199394
##  [6127] 0.38257526 0.31821820 0.39873151 0.35724635 0.32431779 0.42932506
##  [6133] 0.38257526 0.47099944 0.43502483 0.50622667 0.58904543 0.66491950
##  [6139] 0.90615211 0.90615211 0.73759160 0.77434366 0.58904543 0.66491950
##  [6145] 0.66491950 0.73759160 0.43502483 0.26570038 0.39873151 0.30515633
##  [6151] 0.32431779 0.25199394 0.50622667 0.16895099 0.15991883 0.17274585
##  [6157] 0.54375418 0.61998834 0.25199394 0.15991883 0.30946847 0.43747980
##  [6163] 0.47099944 0.54375418 0.61998834 0.35724635 0.43502483 0.48829134
##  [6169] 0.38257526 0.43502483 0.35724635 0.38257526 0.42928819 0.25206591
##  [6175] 0.26570038 0.35724635 0.31821820 0.30515633 0.41491011 0.58904543
##  [6181] 0.31821820 0.38257526 0.35693451 0.73759160 0.58904543 0.41491011
##  [6187] 0.38257526 0.41491011 0.33989433 0.35693451 0.33996715 0.54375418
##  [6193] 0.21996063 0.35724635 0.25199394 0.35724635 0.30946847 0.34499401
##  [6199] 0.35724635 0.26570038 0.80957053 0.54375418 0.63587863 0.09261021
##  [6205] 0.32431779 0.33996715 0.58904543 0.12334087 0.12334087 0.77434366
##  [6211] 0.66491950 0.66491950 0.12334087 0.11218029 0.12334087 0.21996063
##  [6217] 0.25199394 0.25206591 0.73442171 0.33996715 0.73759160 0.28397052
##  [6223] 0.26570038 0.42928819 0.38257526 0.32431779 0.38863356 0.17274585
##  [6229] 0.21996063 0.31821820 0.67172924 0.82602712 0.47099944 0.11218029
##  [6235] 0.48829134 0.51519934 0.90753275 0.37161809 0.51519934 0.35724635
##  [6241] 0.47099944 0.58904543 0.51519934 0.73759160 0.50622667 0.77434366
##  [6247] 0.54375418 0.61951311 0.90615211 0.95895943 1.01942238 1.07343087
##  [6253] 0.80957053 0.58904543 0.77434366 0.77434366 0.90753275 0.90615211
##  [6259] 0.58904543 0.42928819 0.54375418 0.42932506 0.50622667 0.47099944
##  [6265] 0.73759160 0.31821820 0.25206591 0.30515633 0.82602712 0.73759160
##  [6271] 0.38257526 0.30515633 0.42928819 0.66491950 0.79565122 0.77434366
##  [6277] 0.63587863 0.63587863 0.66491950 0.63587863 0.66491950 0.58904543
##  [6283] 0.47099944 0.50622667 0.54375418 0.51519934 0.51519934 0.63587863
##  [6289] 0.51519934 0.38257526 0.50622667 0.82602712 0.54375418 0.55887947
##  [6295] 0.43747980 1.01942238 0.90476083 0.63587863 0.63587863 0.63587863
##  [6301] 0.63587863 0.66491950 0.42928819 0.77434366 0.38863356 0.42928819
##  [6307] 0.42932506 0.42928819 0.42928819 0.47099944 0.50622667 0.38257526
##  [6313] 1.01942238 0.94309314 0.82602712 0.17274585 0.43747980 0.43747980
##  [6319] 0.66491950 0.11218029 0.17274585 0.77434366 0.82602712 0.77434366
##  [6325] 0.15991883 0.28397052 0.17274585 0.48829134 0.50622667 0.43747980
##  [6331] 0.90476083 0.50467602 0.90753275 0.35724635 0.51519934 0.63587863
##  [6337] 0.55887947 0.33996715 0.54375418 0.38863356 0.35693451 0.43502483
##  [6343] 0.73759160 0.90476083 0.35693451 0.38257526 0.43747980 0.80197633
##  [6349] 0.34499401 0.55887947 0.35724635 0.32431779 0.43747980 0.35724635
##  [6355] 0.43747980 0.43747980 0.50622667 0.47099944 0.54375418 0.66491950
##  [6361] 0.63587863 0.73759160 0.79565122 0.47856672 0.47910275 0.55727791
##  [6367] 0.58904543 0.73759160 0.63587863 0.50467602 0.38257526 0.42928819
##  [6373] 0.38257526 0.42932506 0.38257526 0.54375418 0.23920196 0.23806932
##  [6379] 0.25206591 0.73759160 0.73759160 0.25206591 0.25206591 0.28397052
##  [6385] 0.51519934 0.66491950 0.61951311 0.73759160 0.41491011 0.42928819
##  [6391] 0.47099944 0.54375418 0.54629932 0.47099944 0.51519934 0.47099944
##  [6397] 0.42932506 0.25199394 0.47910275 0.41491011 0.38257526 0.43502483
##  [6403] 0.73759160 0.43502483 0.41491011 0.41491011 0.90615211 0.66491950
##  [6409] 0.43502483 0.43747980 0.47910275 0.42932506 0.51519934 0.38257526
##  [6415] 0.51519934 0.31821820 0.38257526 0.23319718 0.33996715 0.31821820
##  [6421] 0.25206591 0.38257526 0.43747980 0.80957053 0.66491950 0.73759160
##  [6427] 0.13030766 0.34499401 0.35693451 0.38257526 0.12334087 0.13622617
##  [6433] 0.55727791 0.58904543 0.50622667 0.12334087 0.15991883 0.15991883
##  [6439] 0.38257526 0.30946847 0.34499401 0.61951311 0.26570038 0.63587863
##  [6445] 0.30515633 0.25199394 0.47099944 0.51519934 0.26570038 0.50622667
##  [6451] 0.30515633 0.22439058 0.31821820 0.77434366 0.80957053 0.49166063
##  [6457] 0.09731335 0.09261021 0.50622667 0.58904543 0.51519934 0.38257526
##  [6463] 0.25199394 0.35724635 0.63587863 0.79565122 0.66491950 0.10288034
##  [6469] 0.11218029 0.11218029 0.77434366 1.01942238 0.83902879 0.58904543
##  [6475] 0.61998834 0.55727791 0.73759160 0.55887947 0.77434366 0.43747980
##  [6481] 0.43923922 0.54375418 0.15439714 0.12334087 0.10288034 0.12334087
##  [6487] 0.23920196 0.11218029 0.23319718 0.13622617 0.23920196 0.35693451
##  [6493] 0.30515633 0.38257526 0.43502483 0.10288034 0.15991883 0.13710306
##  [6499] 0.55727791 0.48829134 0.47099944 0.49166063 0.47099944 0.31821820
##  [6505] 0.26570038 0.35724635 0.35724635 0.31821820 0.34499401 0.17274585
##  [6511] 0.12334087 0.15991883 0.13622617 0.30515633 0.33989433 0.31821820
##  [6517] 0.17274585 0.12334087 0.35693451 0.35724635 0.42928819 0.50467602
##  [6523] 0.33989433 0.54375418 0.43502483 0.47099944 0.50467602 0.38863356
##  [6529] 0.38257526 0.38257526 0.35724635 0.47099944 0.28397052 0.17274585
##  [6535] 0.12334087 0.12334087 0.47099944 0.43747980 0.21996063 0.41491011
##  [6541] 0.49166063 0.58904543 0.80957053 0.73759160 0.73759160 0.35724635
##  [6547] 0.47099944 0.50467602 0.51519934 0.47099944 0.41491011 0.58904543
##  [6553] 0.39873151 0.63587863 0.61951311 0.77434366 0.69267530 0.77434366
##  [6559] 0.54375418 0.77434366 0.30515633 0.30515633 0.38863356 0.73759160
##  [6565] 0.90615211 0.80957053 0.09069718 0.51519934 0.73759160 0.51519934
##  [6571] 0.38257526 0.42932506 0.47910275 0.58904543 0.73759160 0.63587863
##  [6577] 0.11218029 0.13710306 0.09731335 0.90753275 1.01942238 0.90753275
##  [6583] 0.50622667 0.47099944 0.43747980 0.73759160 0.66491950 0.79565122
##  [6589] 0.43747980 0.47099944 0.54375418 0.15991883 0.11218029 0.13622617
##  [6595] 0.10288034 0.23319718 0.12334087 0.15991883 0.12334087 0.15991883
##  [6601] 0.26570038 0.28397052 0.39873151 0.35693451 0.15439714 0.13030766
##  [6607] 0.13622617 0.43502483 0.31821820 0.50467602 0.47910275 0.43502483
##  [6613] 0.15991883 0.30515633 0.31821820 0.43747980 0.21996063 0.43502483
##  [6619] 0.11218029 0.12334087 0.12334087 0.23319718 0.30515633 0.35724635
##  [6625] 0.35724635 0.21996063 0.17274585 0.51519934 0.47099944 0.47099944
##  [6631] 0.51519934 0.63587863 0.66491950 0.58904543 0.51519934 0.31821820
##  [6637] 0.31821820 0.43747980 0.39873151 0.17274585 0.47099944 0.38863356
##  [6643] 0.15439714 0.17274585 0.13622617 0.58904543 0.35724635 0.39873151
##  [6649] 0.43502483 0.51519934 0.55887947 0.90476083 0.66491950 0.77434366
##  [6655] 0.61951311 0.47099944 0.51519934 0.58904543 0.50467602 0.47099944
##  [6661] 0.51519934 0.43502483 0.77434366 0.61142800 0.58904543 0.50467602
##  [6667] 0.77434366 0.58904543 0.80957053 0.28397052 0.41491011 0.26570038
##  [6673] 0.73759160 0.73759160 0.66491950 0.77434366 0.90753275 0.82602712
##  [6679] 0.43747980 0.51519934 0.61951311 0.79565122 0.90753275 0.80197633
##  [6685] 0.12334087 0.12334087 0.11218029 0.90476083 1.01942238 0.90476083
##  [6691] 0.63587863 0.58904543 0.61951311 0.73759160 0.73759160 0.90753275
##  [6697] 0.50467602 0.54375418 0.73759160 0.17274585 0.16895099 0.11218029
##  [6703] 0.12334087 0.31821820 0.23806932 0.33989433 0.12334087 0.17274585
##  [6709] 0.50622667 0.47099944 0.54375418 0.51519934 0.11218029 0.17274585
##  [6715] 0.17274585 0.51519934 0.54375418 0.51519934 0.66491950 0.58904543
##  [6721] 0.30515633 0.43747980 0.54375418 0.47099944 0.47099944 0.43747980
##  [6727] 0.21996063 0.17274585 0.17274585 0.26570038 0.39873151 0.51519934
##  [6733] 0.47099944 0.30515633 0.25206591 0.55727791 0.51519934 0.61951311
##  [6739] 0.79565122 0.73759160 0.77434366 0.51519934 0.77434366 0.66491950
##  [6745] 0.50622667 0.50622667 0.54375418 0.51519934 0.66491950 0.51519934
##  [6751] 0.16895099 0.15991883 0.15991883 0.79565122 0.66491950 0.51519934
##  [6757] 0.49166063 0.77434366 0.89355214 0.95895943 0.73759160 0.89355214
##  [6763] 0.80197633 0.61142800 0.70613691 0.80957053 0.63587863 0.61998834
##  [6769] 0.55727791 0.50622667 0.73759160 1.00181868 1.01942238 0.77434366
##  [6775] 1.01942238 0.80957053 0.94728210 0.38863356 0.47099944 0.43502483
##  [6781] 0.82602712 0.94728210 1.00482398 0.12334087 0.10288034 0.17274585
##  [6787] 0.22439058 0.17274585 0.12334087 0.15991883 0.35724635 0.41491011
##  [6793] 0.54375418 0.55887947 1.04075255 1.16053292 1.16053292 0.73759160
##  [6799] 0.55887947 0.66491950 0.94728210 0.82602712 0.95895943 0.30515633
##  [6805] 0.15439714 0.15439714 0.42928819 0.47099944 0.55887947 0.61142800
##  [6811] 0.43747980 0.43747980 0.35724635 0.82602712 0.94309314 0.30946847
##  [6817] 0.31821820 0.43747980 0.47099944 0.55727791 0.63587863 0.51519934
##  [6823] 0.38257526 0.38257526 0.35693451 0.21996063 0.22439058 0.47099944
##  [6829] 0.35724635 0.30515633 0.31821820 0.32431779 0.34499401 0.43502483
##  [6835] 0.47910275 0.47856672 0.50622667 0.35724635 0.31821820 0.42932506
##  [6841] 0.63587863 0.58904543 0.51519934 0.47099944 0.30515633 0.11218029
##  [6847] 0.11218029 0.11218029 0.66491950 0.16895099 0.22439058 0.22439058
##  [6853] 0.47099944 0.43747980 0.31821820 0.23319718 0.25206591 0.83902879
##  [6859] 0.63587863 0.72798083 0.31270008 0.26570038 0.25199394 0.38257526
##  [6865] 0.30515633 0.34499401 1.01942238 1.00181868 1.04075255 0.50467602
##  [6871] 0.55727791 0.47099944 0.12334087 0.09261021 0.09261021 1.01942238
##  [6877] 0.77434366 1.04075255 0.31821820 0.32431779 0.38863356 0.35693451
##  [6883] 0.34499401 0.47099944 0.32431779 0.25199394 0.38257526 1.04075255
##  [6889] 1.01942238 0.54375418 0.16895099 0.42932506 0.38257526 0.41491011
##  [6895] 0.23920196 0.23806932 0.58904543 0.73759160 0.80197633 0.80197633
##  [6901] 1.16053292 1.35619610 1.16053292 1.04075255 0.80957053 0.80957053
##  [6907] 1.07181792 1.00482398 1.07343087 0.35724635 0.33996715 0.21349718
##  [6913] 0.63587863 0.61951311 0.77434366 0.73759160 0.55887947 0.54375418
##  [6919] 0.51519934 0.90753275 1.01942238 0.55727791 0.47099944 0.55727791
##  [6925] 0.73759160 0.61951311 0.82602712 0.77434366 0.61951311 0.73759160
##  [6931] 0.58904543 0.39873151 0.30946847 0.63587863 0.54375418 0.38257526
##  [6937] 0.55727791 0.58904543 0.54375418 0.58904543 0.77434366 0.55887947
##  [6943] 0.83902879 0.63587863 0.61998834 0.58904543 0.73759160 0.77434366
##  [6949] 0.66491950 0.61142800 0.50622667 0.21996063 0.22439058 0.16895099
##  [6955] 0.73759160 0.32431779 0.50467602 0.39873151 0.66491950 0.55727791
##  [6961] 0.50622667 0.38863356 0.35724635 0.94309314 0.79565122 0.66491950
##  [6967] 0.38257526 0.43747980 0.38863356 0.55727791 0.51519934 0.47099944
##  [6973] 1.16053292 1.16053292 1.07343087 0.63587863 0.63587863 0.73759160
##  [6979] 0.17274585 0.12334087 0.15991883 1.16053292 0.95895943 1.16053292
##  [6985] 0.47856672 0.50622667 0.50622667 0.50622667 0.50467602 0.55887947
##  [6991] 0.41491011 0.47099944 0.50622667 1.16053292 1.01942238 0.73759160
##  [6997] 0.25199394 0.23806932 0.25199394 0.15991883 0.17274585 0.42932506
##  [7003] 0.50467602 0.55887947 0.61142800 1.02733967 1.16053292 1.11653790
##  [7009] 0.55887947 0.55887947 0.77434366 1.07181792 1.00181868 0.95895943
##  [7015] 0.35724635 0.15991883 0.17274585 0.55887947 0.50622667 0.55887947
##  [7021] 0.55887947 0.47099944 0.50622667 0.43747980 0.95895943 0.95895943
##  [7027] 0.25206591 0.30515633 0.28397052 0.38257526 0.55727791 0.51519934
##  [7033] 0.55727791 0.35724635 0.43502483 0.43502483 0.25199394 0.31821820
##  [7039] 0.43502483 0.38257526 0.30946847 0.35693451 0.33996715 0.28397052
##  [7045] 0.43747980 0.58904543 0.50622667 0.51519934 0.35693451 0.35724635
##  [7051] 0.31270008 0.90476083 0.66491950 0.43747980 0.38257526 0.38257526
##  [7057] 0.22439058 0.21996063 0.12334087 0.55727791 0.15439714 0.31821820
##  [7063] 0.31821820 0.47099944 0.43502483 0.17274585 0.17274585 0.23806932
##  [7069] 0.66491950 0.63587863 0.63587863 0.20752134 0.17274585 0.38863356
##  [7075] 0.33989433 0.25199394 0.38863356 0.99167017 1.01942238 1.01942238
##  [7081] 0.38257526 0.39873151 0.43502483 0.15991883 0.13622617 0.12334087
##  [7087] 1.01942238 0.58904543 1.01942238 0.31821820 0.34499401 0.38257526
##  [7093] 0.43747980 0.38863356 0.54375418 0.31821820 0.23806932 0.38257526
##  [7099] 1.07181792 0.95895943 0.42928819 0.09261021 0.11218029 0.28397052
##  [7105] 0.28397052 0.58904543 0.26570038 0.35693451 0.54375418 1.07181792
##  [7111] 1.16053292 1.16053292 0.47099944 0.47099944 0.55887947 0.95895943
##  [7117] 1.01942238 0.94309314 0.31821820 0.23920196 0.16895099 0.47099944
##  [7123] 0.42928819 0.42932506 0.38257526 0.54375418 0.47910275 0.54375418
##  [7129] 0.73759160 0.77434366 0.30515633 0.30515633 0.31821820 0.26570038
##  [7135] 0.39873151 0.41491011 0.50467602 0.38257526 0.23920196 0.38863356
##  [7141] 0.16895099 0.17274585 0.30515633 0.35693451 0.39873151 0.17274585
##  [7147] 0.17274585 0.31821820 0.38257526 0.51519934 0.47099944 0.47099944
##  [7153] 0.30515633 0.30946847 0.16895099 0.77434366 0.55887947 0.30515633
##  [7159] 0.35693451 0.30515633 0.28397052 0.38257526 0.30515633 0.55887947
##  [7165] 0.38257526 0.35724635 0.31821820 0.35724635 0.38257526 0.16895099
##  [7171] 0.13622617 0.15991883 0.73759160 0.50467602 0.66491950 0.42932506
##  [7177] 0.15991883 0.15991883 0.17274585 0.31821820 0.51519934 1.01942238
##  [7183] 1.04075255 1.01942238 0.47099944 0.55727791 0.47910275 0.42928819
##  [7189] 0.38257526 0.28397052 1.01942238 0.63587863 1.01942238 0.41491011
##  [7195] 0.55887947 0.58904543 0.63587863 0.38863356 0.66491950 0.17274585
##  [7201] 0.16895099 0.25206591 1.07343087 1.16053292 0.80197633 0.09731335
##  [7207] 0.17274585 0.33996715 0.43747980 0.31821820 0.39873151 0.47099944
##  [7213] 0.94309314 1.07343087 1.01942238 0.47099944 0.38257526 0.47910275
##  [7219] 0.90734981 0.90476083 0.79565122 0.23806932 0.25206591 0.16895099
##  [7225] 0.28397052 0.41491011 0.34499401 0.30515633 0.43747980 0.31821820
##  [7231] 0.38863356 0.50467602 0.61142800 0.16895099 0.26570038 0.31821820
##  [7237] 0.33989433 0.26570038 0.33996715 0.38863356 0.43502483 0.35693451
##  [7243] 0.31821820 0.21996063 0.17274585 0.35693451 0.25206591 0.51519934
##  [7249] 0.30515633 0.25206591 0.17274585 0.43502483 0.38257526 0.42928819
##  [7255] 0.38257526 0.25199394 0.22439058 0.15991883 0.58904543 0.50467602
##  [7261] 0.32431779 0.39873151 0.23319718 0.30515633 0.35724635 0.30515633
##  [7267] 0.58904543 0.25199394 0.23920196 0.35724635 0.34499401 0.31821820
##  [7273] 0.12334087 0.13030766 0.12334087 0.54375418 0.51519934 0.54375418
##  [7279] 0.38257526 0.15991883 0.15991883 0.17274585 0.30515633 0.51519934
##  [7285] 0.95895943 0.94309314 0.90615211 0.38863356 0.51519934 0.47910275
##  [7291] 0.43747980 0.38863356 0.25206591 0.90753275 0.51519934 0.77434366
##  [7297] 0.35724635 0.47099944 0.42932506 0.61998834 0.41491011 0.73759160
##  [7303] 0.09731335 0.15991883 0.12334087 1.01942238 1.07181792 0.63587863
##  [7309] 0.17274585 0.30515633 0.35724635 0.39873151 0.42932506 0.47099944
##  [7315] 0.94728210 1.04075255 1.07181792 0.43747980 0.42928819 0.55727791
##  [7321] 0.94728210 0.82602712 0.80957053 0.30515633 0.17274585 0.15991883
##  [7327] 0.38257526 0.39873151 0.41491011 0.33996715 0.39873151 0.39873151
##  [7333] 0.30946847 0.63587863 0.66491950 0.30515633 0.30515633 0.35724635
##  [7339] 0.32431779 0.35693451 0.48829134 0.45052528 0.31821820 0.34499401
##  [7345] 0.31821820 0.16387306 0.12334087 0.38257526 0.33989433 0.38257526
##  [7351] 0.30515633 0.17274585 0.23920196 0.33989433 0.41491011 0.38257526
##  [7357] 0.50467602 0.22439058 0.26570038 0.28397052 0.66491950 0.58904543
##  [7363] 0.30515633 0.25199394 0.26570038 0.31821820 0.26570038 0.31821820
##  [7369] 0.51519934 0.15991883 0.25206591 0.23920196 0.39873151 0.34499401
##  [7375] 0.25206591 0.15991883 0.12334087 0.73759160 0.58904543 0.61142800
##  [7381] 0.31821820 0.15991883 0.09261021 0.17274585 0.35724635 0.39873151
##  [7387] 0.95895943 1.01942238 0.90753275 0.42932506 0.43747980 0.38257526
##  [7393] 0.25206591 0.25199394 0.15991883 0.94309314 0.63587863 0.82602712
##  [7399] 0.38863356 0.51519934 0.38257526 0.58904543 0.35724635 0.73759160
##  [7405] 0.13622617 0.12334087 0.15439714 1.04075255 1.04075255 0.61998834
##  [7411] 0.09731335 0.25206591 0.51519934 0.66491950 0.66491950 1.01942238
##  [7417] 1.04075255 1.04075255 0.50622667 0.50622667 0.63587863 0.94728210
##  [7423] 0.94309314 0.95895943 0.25206591 0.17274585 0.11218029 0.42932506
##  [7429] 0.66491950 0.58904543 0.66491950 0.47910275 0.43747980 0.47099944
##  [7435] 0.77434366 0.82602712 0.35724635 0.47099944 0.47910275 0.43502483
##  [7441] 0.61951311 0.58904543 0.58904543 0.41491011 0.47910275 0.22439058
##  [7447] 0.15991883 0.21996063 0.32431779 0.43502483 0.33989433 0.38863356
##  [7453] 0.32431779 0.31821820 0.66491950 0.63587863 0.61142800 0.47099944
##  [7459] 0.47099944 0.41491011 0.34499401 0.58904543 0.73759160 0.51519934
##  [7465] 0.50622667 0.38863356 0.23806932 0.25199394 0.23920196 0.63587863
##  [7471] 0.17274585 0.25206591 0.26570038 0.42928819 0.55727791 0.16387306
##  [7477] 0.25199394 0.34499401 0.77434366 0.66491950 0.82602712 0.38863356
##  [7483] 0.23920196 0.32431779 0.31821820 0.35693451 0.51519934 0.99167017
##  [7489] 1.01942238 1.07181792 0.43502483 0.51519934 0.47099944 0.23920196
##  [7495] 0.11218029 0.15439714 1.01942238 0.79565122 0.94728210 0.39873151
##  [7501] 0.30515633 0.32431779 0.58904543 0.43747980 0.51519934 0.38863356
##  [7507] 0.30515633 0.32431779 1.07181792 1.15602252 0.80957053 0.25206591
##  [7513] 0.66491950 0.73759160 0.77434366 1.07181792 1.16053292 1.07343087
##  [7519] 0.58904543 0.54375418 0.80957053 0.95895943 1.04075255 0.94728210
##  [7525] 0.21996063 0.12334087 0.15991883 0.53822719 0.58904543 0.66491950
##  [7531] 0.63587863 0.39873151 0.51519934 0.50467602 0.94309314 0.94728210
##  [7537] 0.32431779 0.48517565 0.43747980 0.55727791 0.73759160 0.63587863
##  [7543] 0.66491950 0.39873151 0.61951311 0.43747980 0.25199394 0.25206591
##  [7549] 0.35693451 0.48829134 0.38257526 0.42928819 0.34499401 0.34499401
##  [7555] 0.55887947 0.66491950 0.73759160 0.66491950 0.47910275 0.38863356
##  [7561] 0.38863356 0.77434366 0.63587863 0.58904543 0.42932506 0.41491011
##  [7567] 0.17274585 0.22439058 0.15991883 0.73759160 0.15991883 0.31821820
##  [7573] 0.32431779 0.50622667 0.43747980 0.32431779 0.17274585 0.30515633
##  [7579] 0.80957053 0.73759160 0.94309314 0.35693451 0.23920196 0.26570038
##  [7585] 0.33996715 0.21996063 0.43747980 0.94728210 1.07181792 1.07181792
##  [7591] 0.54375418 0.43747980 0.41491011 0.13622617 0.12334087 0.15991883
##  [7597] 1.04075255 0.77434366 1.04075255 0.23920196 0.17274585 0.35724635
##  [7603] 0.48829134 0.41491011 0.39873151 0.32431779 0.35693451 0.31821820
##  [7609] 1.07181792 1.01942238 0.58904543 0.47099944 0.43747980 0.54375418
##  [7615] 0.61142800 0.79565122 0.73759160 0.22439058 0.33996715 0.51519934
##  [7621] 0.55727791 0.72275402 0.51519934 0.33989433 0.23806932 0.43747980
##  [7627] 0.38257526 0.47099944 0.43502483 0.73759160 0.50622667 0.23806932
##  [7633] 0.39873151 0.73759160 0.73759160 0.47099944 0.63587863 0.61142800
##  [7639] 0.79565122 0.63587863 0.63587863 0.58904543 0.63587863 0.63587863
##  [7645] 0.38257526 0.50622667 0.51519934 0.55727791 0.63587863 0.61142800
##  [7651] 0.63587863 0.58904543 0.66491950 0.43747980 0.38257526 0.55887947
##  [7657] 0.79565122 0.61998834 0.49166063 0.66491950 0.73759160 0.77434366
##  [7663] 0.61998834 0.66491950 0.80957053 0.33989433 0.35724635 0.38257526
##  [7669] 0.77434366 0.47099944 0.42932506 0.38257526 0.55727791 0.55727791
##  [7675] 0.31821820 0.51519934 0.51519934 0.80957053 0.63587863 0.66491950
##  [7681] 0.51519934 0.41491011 0.47099944 0.50467602 0.47099944 0.55727791
##  [7687] 0.58904543 0.61142800 0.61142800 0.55727791 0.58904543 0.47099944
##  [7693] 0.38257526 0.31821820 0.30515633 0.63587863 0.51519934 0.47099944
##  [7699] 0.43747980 0.43747980 0.47856672 0.58904543 0.51519934 0.58904543
##  [7705] 0.38257526 0.38257526 0.25206591 0.63587863 0.63587863 0.66491950
##  [7711] 0.09261021 0.09069718 0.79320732 0.94309314 0.90476083 0.38257526
##  [7717] 0.43747980 0.55887947 0.58904543 0.58904543 0.55887947 0.42928819
##  [7723] 0.38257526 0.47910275 0.13710306 0.16387306 0.12334087 0.12334087
##  [7729] 0.38257526 0.12334087 0.30515633 0.21996063 0.23920196 0.25206591
##  [7735] 0.32431779 0.34499401 0.43502483 0.15991883 0.10288034 0.15991883
##  [7741] 0.43747980 0.47099944 0.47099944 0.38863356 0.42928819 0.30515633
##  [7747] 0.43747980 0.33989433 0.35724635 0.31821820 0.41491011 0.18059102
##  [7753] 0.12334087 0.16895099 0.17274585 0.30946847 0.26570038 0.21996063
##  [7759] 0.16895099 0.17274585 0.30515633 0.41491011 0.47910275 0.42932506
##  [7765] 0.51519934 0.42932506 0.47910275 0.55727791 0.38863356 0.43502483
##  [7771] 0.31821820 0.38257526 0.39873151 0.47099944 0.34499401 0.12334087
##  [7777] 0.11218029 0.13710306 0.55727791 0.42928819 0.43747980 0.58904543
##  [7783] 0.47099944 0.54375418 0.77434366 0.63587863 0.73759160 0.54375418
##  [7789] 0.55727791 0.50622667 0.61998834 0.39873151 0.34499401 0.55727791
##  [7795] 0.35724635 0.58904543 0.54375418 0.83902879 0.73759160 0.79565122
##  [7801] 0.66491950 0.90753275 0.25206591 0.30515633 0.35724635 0.82602712
##  [7807] 1.01942238 0.77434366 0.09069718 0.73759160 1.00181868 0.89355214
##  [7813] 0.42928819 0.51519934 0.54375418 0.77434366 0.55887947 0.55727791
##  [7819] 0.38257526 0.41491011 0.50622667 0.13622617 0.22439058 0.13622617
##  [7825] 0.12334087 0.32431779 0.22439058 0.30515633 0.17274585 0.23806932
##  [7831] 0.34499401 0.42932506 0.43747980 0.47099944 0.25199394 0.15991883
##  [7837] 0.17274585 0.39873151 0.43747980 0.55727791 0.51519934 0.50622667
##  [7843] 0.33996715 0.47099944 0.47099944 0.42928819 0.35724635 0.33989433
##  [7849] 0.23319718 0.17274585 0.25199394 0.15991883 0.31821820 0.38863356
##  [7855] 0.32431779 0.28397052 0.21996063 0.42928819 0.50622667 0.50622667
##  [7861] 0.54375418 0.61142800 0.54375418 0.58904543 0.58904543 0.66491950
##  [7867] 0.50467602 0.41491011 0.41491011 0.43502483 0.50622667 0.31821820
##  [7873] 0.16387306 0.13622617 0.09731335 0.63587863 0.50622667 0.34499401
##  [7879] 0.47856672 0.66491950 0.73759160 0.66491950 0.61998834 0.61998834
##  [7885] 0.66491950 0.54375418 0.50467602 0.77434366 0.50622667 0.43747980
##  [7891] 0.47099944 0.43747980 0.50622667 0.73759160 0.94309314 0.77434366
##  [7897] 0.94728210 0.63587863 0.90753275 0.38257526 0.34499401 0.42932506
##  [7903] 0.90753275 1.01942238 0.90615211 0.83902879 1.00181868 0.89355214
##  [7909] 0.42928819 0.51519934 0.50467602 0.73759160 0.73759160 0.61951311
##  [7915] 0.41491011 0.43747980 0.54375418 0.17274585 0.13622617 0.13622617
##  [7921] 0.09069718 0.41491011 0.17274585 0.30515633 0.10288034 0.12334087
##  [7927] 0.38257526 0.47099944 0.47910275 0.50622667 0.12334087 0.09731335
##  [7933] 0.11218029 0.51519934 0.47910275 0.47099944 0.51519934 0.50622667
##  [7939] 0.26570038 0.38863356 0.32431779 0.47910275 0.38257526 0.39873151
##  [7945] 0.23319718 0.22439058 0.21996063 0.12334087 0.38257526 0.35724635
##  [7951] 0.32431779 0.10288034 0.09261021 0.50467602 0.47099944 0.55887947
##  [7957] 0.54375418 0.55727791 0.66491950 0.58904543 0.58904543 0.58904543
##  [7963] 0.58904543 0.43747980 0.47910275 0.43502483 0.54375418 0.39873151
##  [7969] 0.09069718 0.09069718 0.09069718 0.58904543 0.55727791 0.38257526
##  [7975] 0.51519934 0.73759160 0.79565122 0.90753275 0.73759160 0.61998834
##  [7981] 0.79565122 0.66491950 0.66491950 0.73759160 0.50622667 0.41491011
##  [7987] 0.58904543 0.48829134 0.63587863 0.73759160 0.90753275 0.77434366
##  [7993] 0.90753275 0.77434366 1.01942238 0.35693451 0.48829134 0.38257526
##  [7999] 0.90753275 1.01942238 0.90615211 0.09261021 0.09261021 0.55727791
##  [8005] 0.90734981 0.51519934 0.09261021 0.17274585 0.11218029 1.01942238
##  [8011] 1.00181868 1.01942238 0.47910275 0.58904543 0.55727791 0.94309314
##  [8017] 0.79565122 0.58904543 0.77434366 0.73759160 0.66491950 0.63587863
##  [8023] 0.47099944 0.55887947 0.73759160 0.90489694 0.90753275 0.94309314
##  [8029] 0.58904543 0.61951311 0.94309314 1.16053292 1.16053292 0.94309314
##  [8035] 1.04075255 1.04075255 0.90615211 0.66491950 0.73759160 0.80957053
##  [8041] 0.54375418 0.89355214 0.82602712 0.63587863 0.55727791 0.73759160
##  [8047] 0.90753275 0.90753275 0.58904543 0.58904543 1.01942238 0.99167017
##  [8053] 1.01942238 0.90753275 0.47910275 1.01942238 0.94728210 0.95895943
##  [8059] 0.55887947 0.55887947 1.01942238 1.07181792 1.04075255 0.79565122
##  [8065] 0.82602712 0.73759160 0.77434366 1.07181792 1.01942238 1.01942238
##  [8071] 0.82602712 0.73759160 0.09069718 0.09069718 0.11218029 0.50467602
##  [8077] 0.58904543 0.63587863 1.07181792 0.95895943 0.90615211 0.12334087
##  [8083] 0.15991883 0.09069718 1.07181792 1.00181868 1.15602252 1.07343087
##  [8089] 1.04075255 1.04075255 0.73759160 0.94728210 0.66491950 0.47099944
##  [8095] 0.94309314 0.95895943 0.09069718 0.55727791 0.90753275 0.66491950
##  [8101] 0.12334087 0.16895099 0.12334087 1.01942238 1.04075255 1.16053292
##  [8107] 0.63587863 0.83902879 0.80957053 1.01942238 1.01942238 0.94309314
##  [8113] 0.94309314 0.94728210 0.77434366 0.90753275 0.58904543 0.77434366
##  [8119] 0.83902879 1.04075255 1.04075255 1.01942238 0.66491950 0.80957053
##  [8125] 0.94309314 1.11653790 1.35619610 1.07181792 1.16053292 1.16053292
##  [8131] 0.99167017 0.73759160 0.82602712 1.04075255 0.77434366 1.01942238
##  [8137] 1.01942238 0.77434366 0.80957053 0.90753275 1.01942238 1.01942238
##  [8143] 0.73759160 0.77434366 1.07181792 1.04075255 1.16053292 1.01942238
##  [8149] 0.66491950 1.04075255 1.01942238 0.99167017 0.55887947 0.63587863
##  [8155] 1.04075255 1.16053292 1.07343087 0.80197633 0.94309314 0.89355214
##  [8161] 0.94309314 1.16053292 1.16053292 1.07343087 0.93585916 0.79565122
##  [8167] 0.11218029 0.09261021 0.11218029 0.73759160 0.80197633 0.73759160
##  [8173] 1.11653790 1.01942238 1.04075255 0.13710306 0.23319718 0.09731335
##  [8179] 1.07181792 1.04075255 1.16053292 1.23014664 1.07181792 1.16053292
##  [8185] 0.94728210 1.04075255 0.77434366 0.82602712 1.01942238 1.04075255
##  [8191] 0.77434366 0.95895943 0.66491950 0.10288034 0.16895099 0.12334087
##  [8197] 1.01942238 1.07181792 1.16053292 0.54375418 0.77434366 0.63587863
##  [8203] 0.80957053 0.94309314 0.66491950 1.00181868 0.77434366 0.66491950
##  [8209] 0.73759160 0.73759160 0.63587863 0.77434366 0.80197633 0.90753275
##  [8215] 1.01942238 0.66491950 0.77434366 1.04075255 1.16053292 1.26817673
##  [8221] 1.04075255 1.07343087 1.04075255 1.01942238 0.73759160 0.82602712
##  [8227] 0.94728210 0.73759160 1.01942238 0.94309314 0.73759160 0.66491950
##  [8233] 0.82602712 0.90753275 0.82602712 0.73759160 0.82602712 1.07343087
##  [8239] 0.90476083 1.01942238 1.01942238 0.58904543 1.04075255 0.90753275
##  [8245] 1.01942238 0.55887947 0.63587863 0.95895943 1.07181792 1.07181792
##  [8251] 0.63587863 0.94309314 0.73759160 0.95895943 1.16053292 1.04075255
##  [8257] 0.90753275 0.92308886 0.90476083 0.17274585 0.11218029 0.11218029
##  [8263] 0.79565122 0.80197633 0.94309314 1.04075255 0.89355214 0.94728210
##  [8269] 0.11218029 0.23319718 0.09731335 1.16031907 1.01942238 1.16053292
##  [8275] 1.04075255 1.07181792 1.04075255 0.94728210 1.04075255 0.66491950
##  [8281] 0.67662289 0.94309314 1.04075255 0.15991883 0.15439714 0.58904543
##  [8287] 0.55887947 0.55727791 0.34499401 0.38863356 0.54375418 0.47099944
##  [8293] 0.33996715 0.47099944 0.61998834 0.63587863 0.54375418 0.63587863
##  [8299] 0.55887947 0.58904543 0.47910275 0.55727791 0.63587863 0.54375418
##  [8305] 0.61142800 0.61998834 0.55727791 0.55727791 0.61998834 0.22439058
##  [8311] 0.43747980 0.50622667 0.51519934 0.80957053 0.73759160 0.55887947
##  [8317] 0.38257526 0.55727791 0.61998834 0.43747980 0.54375418 0.77434366
##  [8323] 0.58904543 0.47099944 0.55727791 0.90476083 0.77434366 0.58904543
##  [8329] 0.80957053 0.82602712 0.54375418 0.66491950 0.63587863 0.80197633
##  [8335] 0.54375418 0.54375418 0.39873151 0.58904543 0.63587863 0.30515633
##  [8341] 0.50467602 0.50622667 0.58904543 0.66491950 0.63587863 0.58904543
##  [8347] 0.47099944 0.61142800 0.47099944 0.58904543 0.63587863 0.54375418
##  [8353] 0.47910275 0.63587863 0.51519934 0.58904543 0.54375418 0.61998834
##  [8359] 0.77434366 0.47099944 0.61142800 0.54375418 0.35724635 0.58904543
##  [8365] 0.66491950 0.73759160 0.94728210 0.66491950 1.04075255 0.31821820
##  [8371] 0.47910275 0.31821820 0.90753275 1.01942238 0.80197633 0.15439714
##  [8377] 0.66491950 0.90476083 0.89355214 0.35724635 0.39873151 0.38863356
##  [8383] 0.35724635 0.39873151 0.35724635 0.61951311 0.51519934 0.39873151
##  [8389] 0.47099944 0.50622667 0.47910275 0.48829134 0.58904543 0.58904543
##  [8395] 0.58904543 0.58904543 0.55887947 0.63587863 0.55727791 0.77434366
##  [8401] 0.16895099 0.38257526 0.39873151 0.51519934 0.58904543 0.58904543
##  [8407] 0.63587863 0.47099944 0.63587863 0.42932506 0.26570038 0.43747980
##  [8413] 0.66491950 0.66491950 0.51519934 0.54468160 0.90753275 0.73759160
##  [8419] 0.58904543 0.68168950 0.77434366 0.41491011 0.55887947 0.48829134
##  [8425] 0.94728210 0.47099944 0.33989433 0.33989433 0.47910275 0.51519934
##  [8431] 0.31270008 0.42932506 0.38257526 0.63587863 0.61142800 0.55887947
##  [8437] 0.50467602 0.30515633 0.43502483 0.35724635 0.58904543 0.54375418
##  [8443] 0.73759160 0.73759160 0.63587863 0.63587863 0.77434366 0.63587863
##  [8449] 0.66491950 0.77434366 0.47099944 0.94309314 0.77434366 0.73759160
##  [8455] 0.51519934 0.66491950 0.63587863 0.66491950 0.73759160 0.95895943
##  [8461] 0.25206591 0.35724635 0.30515633 0.66491950 1.00181868 0.63587863
##  [8467] 0.55727791 0.61951311 0.77434366 0.42928819 0.47099944 0.51519934
##  [8473] 0.23806932 0.31821820 0.43502483 0.50467602 0.55887947 0.58904543
##  [8479] 0.54375418 0.43502483 0.50622667 0.55727791 0.43502483 0.50622667
##  [8485] 0.66491950 0.51519934 0.63587863 0.77434366 0.54375418 0.58904543
##  [8491] 0.21996063 0.50622667 0.51519934 0.50622667 0.66491950 0.73759160
##  [8497] 0.66491950 0.43747980 0.51519934 0.54375418 0.54011584 0.66491950
##  [8503] 0.73759160 0.61998834 0.54375418 0.63587863 0.77434366 0.58904543
##  [8509] 0.55887947 0.58904543 0.80957053 0.51519934 0.63587863 0.66491950
##  [8515] 0.63587863 0.66491950 0.50622667 0.42932506 0.61951311 0.35724635
##  [8521] 0.23806932 0.61142800 0.47910275 0.61951311 0.73759160 0.54375418
##  [8527] 0.51519934 0.54375418 0.50467602 0.35724635 0.66491950 0.66491950
##  [8533] 0.58904543 0.44273734 0.61142800 0.43747980 0.63587863 0.61951311
##  [8539] 0.77434366 0.73759160 0.47099944 0.63587863 0.58904543 0.61142800
##  [8545] 0.58904543 0.66491950 0.80957053 0.90476083 0.63587863 0.95895943
##  [8551] 0.31821820 0.50622667 0.25206591 0.55727791 0.94309314 0.82602712
##  [8557] 0.11218029 0.09261021 1.01942238 1.00181868 1.01942238 0.50622667
##  [8563] 0.55727791 0.43747980 0.77434366 0.73759160 0.55727791 0.73759160
##  [8569] 0.63587863 0.61951311 0.63587863 0.61951311 0.58904543 0.73759160
##  [8575] 0.66491950 0.77434366 0.77434366 0.55727791 0.66491950 0.94309314
##  [8581] 1.16053292 1.07343087 0.80957053 0.94309314 1.01942238 0.77434366
##  [8587] 0.47099944 0.73759160 0.73759160 0.43502483 0.89355214 0.77434366
##  [8593] 0.73759160 0.51519934 0.66491950 0.90753275 0.82602712 0.58904543
##  [8599] 0.55727791 0.94728210 0.94309314 0.94728210 0.90753275 0.50622667
##  [8605] 1.01942238 0.82602712 0.95895943 0.42932506 0.47099944 0.90753275
##  [8611] 1.01942238 1.01942238 0.58904543 0.82602712 0.63587863 0.79565122
##  [8617] 1.01942238 0.90753275 0.90753275 0.73759160 0.73759160 0.11218029
##  [8623] 0.09069718 0.13710306 0.51519934 0.77434366 0.66491950 0.94309314
##  [8629] 0.89355214 0.90753275 0.09731335 0.13710306 0.09261021 0.99167017
##  [8635] 1.00181868 1.07181792 0.94309314 1.01942238 0.94309314 0.66491950
##  [8641] 1.01942238 0.55727791 0.50622667 0.61951311 0.94309314 0.12334087
##  [8647] 0.77434366 0.90476083 0.94309314 0.43502483 0.58904543 0.63587863
##  [8653] 0.80197633 0.95895943 0.66491950 0.90753275 0.73759160 0.77434366
##  [8659] 0.51519934 0.38863356 0.63587863 0.43747980 0.73759160 0.80957053
##  [8665] 0.89355214 0.47099944 0.47099944 0.90753275 1.00181868 1.11653790
##  [8671] 0.94309314 1.07343087 1.01942238 0.73759160 0.47099944 0.54375418
##  [8677] 0.90615211 0.61951311 0.77434366 0.73759160 0.38863356 0.41491011
##  [8683] 0.58904543 0.80957053 0.90615211 0.43502483 0.49166063 0.83902879
##  [8689] 0.63587863 0.80957053 0.80957053 0.43747980 0.90615211 0.80957053
##  [8695] 1.01942238 0.42928819 0.51519934 0.94309314 1.01942238 1.01942238
##  [8701] 0.63587863 0.77434366 0.55727791 0.82602712 0.90734981 0.95895943
##  [8707] 0.94309314 0.77434366 0.58904543 0.12334087 0.09731335 0.31821820
##  [8713] 0.58904543 0.79565122 0.73759160 0.90476083 0.73759160 0.77434366
##  [8719] 0.09731335 0.22439058 0.12334087 0.95895943 0.94309314 1.07343087
##  [8725] 1.01942238 0.90615211 1.01942238 0.79565122 1.00181868 0.80957053
##  [8731] 0.66491950 0.99167017 0.90753275 0.90615211 0.94728210 0.90615211
##  [8737] 0.47856672 0.51519934 0.47856672 0.79565122 0.82602712 0.47099944
##  [8743] 0.61951311 0.77434366 0.66491950 0.47099944 0.42932506 0.41491011
##  [8749] 0.51519934 0.77434366 0.79565122 0.82602712 0.47910275 0.55727791
##  [8755] 0.94728210 1.04075255 1.07343087 0.83902879 0.90615211 0.94728210
##  [8761] 0.66491950 0.50467602 0.53215375 0.79565122 0.54375418 0.82602712
##  [8767] 0.77434366 0.51519934 0.43747980 0.47856672 0.94309314 0.73759160
##  [8773] 0.38257526 0.43502483 0.79565122 0.90753275 0.95895943 0.90476083
##  [8779] 0.47910275 0.95895943 0.90476083 1.01942238 0.31821820 0.35724635
##  [8785] 0.90476083 1.01942238 0.90753275 0.77434366 0.73759160 0.61142800
##  [8791] 0.73759160 0.77434366 0.80957053 0.94309314 0.55727791 0.55887947
##  [8797] 0.11218029 0.12334087 0.11218029 0.61998834 0.73759160 0.51519934
##  [8803] 0.95895943 0.80957053 0.94309314 0.11218029 0.15991883 0.09731335
##  [8809] 0.94728210 0.90753275 0.95895943 0.95895943 0.89355214 1.16053292
##  [8815] 0.73759160 0.90476083 0.54375418 0.90753275 1.01942238 1.04075255
##  [8821] 0.09261021 0.13710306 0.26570038 0.42932506 0.51519934 0.43974824
##  [8827] 0.47099944 0.38257526 0.51519934 0.55887947 0.54375418 0.38863356
##  [8833] 0.47099944 0.58904543 0.43747980 0.39873151 0.43747980 0.43747980
##  [8839] 0.47910275 0.50467602 0.21996063 0.25199394 0.31821820 0.50467602
##  [8845] 0.51519934 0.54375418 0.47099944 0.35693451 0.42928819 0.47910275
##  [8851] 0.42932506 0.38863356 0.54375418 0.39873151 0.47910275 0.43747980
##  [8857] 0.55887947 0.43747980 0.50622667 0.66491950 0.58904543 0.25199394
##  [8863] 0.31821820 0.23806932 0.94728210 0.33996715 0.38863356 0.25206591
##  [8869] 0.63587863 0.47099944 0.25206591 0.35693451 0.31821820 0.51519934
##  [8875] 0.55727791 0.47910275 0.35724635 0.23806932 0.25206591 0.22439058
##  [8881] 0.35693451 0.63587863 0.94728210 0.95895943 0.90753275 0.54375418
##  [8887] 0.77434366 0.63587863 0.38257526 0.33989433 0.17274585 0.89355214
##  [8893] 0.83902879 0.90753275 0.43747980 0.39873151 0.35724635 0.61951311
##  [8899] 0.28397052 0.63587863 0.32431779 0.30515633 0.30515633 0.80197633
##  [8905] 0.94309314 0.77434366 0.11218029 0.30515633 0.35693451 0.38863356
##  [8911] 0.48829134 0.42928819 0.38257526 0.41491011 0.55727791 0.71481952
##  [8917] 0.38863356 0.33989433 0.47099944 0.50622667 0.43747980 0.51519934
##  [8923] 0.41491011 0.35693451 0.42932506 0.15991883 0.13622617 0.21996063
##  [8929] 0.32431779 0.41491011 0.35724635 0.38257526 0.35724635 0.35693451
##  [8935] 0.38257526 0.50622667 0.43502483 0.47099944 0.41491011 0.42600048
##  [8941] 0.43747980 0.55727791 0.47856672 0.39873151 0.47099944 0.47856672
##  [8947] 0.25206591 0.22439058 0.12334087 0.71952910 0.17274585 0.32431779
##  [8953] 0.17274585 0.54375418 0.38257526 0.26570038 0.26570038 0.23920196
##  [8959] 0.61951311 0.47099944 0.55887947 0.26570038 0.16895099 0.17274585
##  [8965] 0.31821820 0.32431779 0.35693451 0.94309314 0.94309314 1.00181868
##  [8971] 0.38257526 0.50622667 0.38863356 0.26570038 0.17274585 0.12334087
##  [8977] 1.01942238 0.58904543 0.94309314 0.26570038 0.35724635 0.35724635
##  [8983] 0.43502483 0.31821820 0.47099944 0.35724635 0.30946847 0.25206591
##  [8989] 0.77434366 0.90753275 0.58904543 0.54375418 0.51519934 0.58904543
##  [8995] 0.50622667 0.47856672 0.51519934 0.54375418 0.77434366 0.79565122
##  [9001] 0.35724635 0.35724635 0.43747980 0.39873151 0.51519934 0.58904543
##  [9007] 0.54375418 0.35693451 0.47856672 0.32431779 0.15991883 0.13710306
##  [9013] 0.47099944 0.47099944 0.42932506 0.38257526 0.31821820 0.32431779
##  [9019] 0.58904543 0.61951311 0.63587863 0.43747980 0.47099944 0.41491011
##  [9025] 0.38257526 0.73759160 0.58904543 0.33996715 0.38257526 0.35693451
##  [9031] 0.32431779 0.31821820 0.17274585 0.58904543 0.31821820 0.35724635
##  [9037] 0.28397052 0.43747980 0.38257526 0.30515633 0.17274585 0.25199394
##  [9043] 0.66491950 0.61951311 0.61951311 0.47099944 0.11218029 0.23806932
##  [9049] 0.25199394 0.38257526 0.51519934 1.04075255 1.01942238 1.07343087
##  [9055] 0.47099944 0.58904543 0.51519934 0.38257526 0.17274585 0.17274585
##  [9061] 1.07181792 0.77434366 1.00181868 0.41491011 0.43502483 0.43502483
##  [9067] 0.58904543 0.51519934 0.66491950 0.25206591 0.25199394 0.28397052
##  [9073] 1.07343087 1.07343087 0.73759160 0.09069718 0.09261021 0.26570038
##  [9079] 0.23806932 0.11218029 0.15991883 0.26570038 0.23806932 0.17274585
##  [9085] 0.13622617 0.31821820 0.35724635 0.32431779 0.25206591 0.33989433
##  [9091] 0.31821820 0.43502483 0.31821820 0.43747980 0.54375418 0.25199394
##  [9097] 0.21996063 0.35943779 0.43747980 0.35693451 0.35693451 0.16895099
##  [9103] 0.09261021 0.17274585 0.23806932 0.23319718 0.25206591 0.26570038
##  [9109] 0.33989433 0.30515633 0.48829134 0.38257526 0.47099944 0.28397052
##  [9115] 0.38257526 0.39873151 0.50622667 0.38257526 0.35724635 0.35724635
##  [9121] 0.25206591 0.26570038 0.30515633 0.47099944 0.34499401 0.17274585
##  [9127] 0.28397052 0.25199394 0.35724635 0.38257526 0.35724635 0.31821820
##  [9133] 0.38863356 0.43502483 0.47099944 0.42928819 0.35693451 0.25199394
##  [9139] 0.35724635 0.23920196 0.55887947 0.33989433 0.23920196 0.39873151
##  [9145] 0.25206591 0.35724635 0.47099944 0.55887947 0.50467602 0.50622667
##  [9151] 0.35693451 0.58904543 0.17274585 0.22439058 0.12334087 0.35724635
##  [9157] 0.77434366 0.51519934 0.09069718 0.23920196 0.25206591 0.11218029
##  [9163] 0.12334087 0.26570038 0.23806932 0.28397052 0.22439058 0.38257526
##  [9169] 0.43747980 0.25199394 0.25206591 0.25206591 0.50467602 0.54375418
##  [9175] 0.47099944 0.43502483 0.44563708 0.15991883 0.15991883 0.23806932
##  [9181] 0.50622667 0.38257526 0.48829134 0.09731335 0.09261021 0.10288034
##  [9187] 0.33989433 0.35724635 0.33989433 0.35724635 0.35724635 0.15991883
##  [9193] 0.51519934 0.31270008 0.51519934 0.35693451 0.47099944 0.43502483
##  [9199] 0.63587863 0.43747980 0.35693451 0.35724635 0.38257526 0.42932506
##  [9205] 0.35724635 0.47910275 0.38257526 0.26570038 0.21996063 0.31821820
##  [9211] 0.38863356 0.43747980 0.35693451 0.42928819 0.34499401 0.42932506
##  [9217] 0.66491950 0.51519934 0.51519934 0.41491011 0.47099944 0.38257526
##  [9223] 0.50622667 0.43747980 0.31821820 0.50622667 0.35724635 0.47099944
##  [9229] 0.41491011 0.50467602 0.39873151 0.48829134 0.34499401 0.73759160
##  [9235] 0.21996063 0.35693451 0.23920196 0.47910275 0.63587863 0.47099944
##  [9241] 0.17274585 0.13710306 0.09261021 0.11218029 0.13710306 0.15991883
##  [9247] 0.25199394 0.32431779 0.35693451 0.63587863 0.32431779 0.31270008
##  [9253] 0.25206591 0.58904543 0.55887947 0.39873151 0.55887947 0.58904543
##  [9259] 0.15991883 0.21996063 0.33989433 0.55727791 0.50622667 0.54375418
##  [9265] 0.12334087 0.09261021 0.12334087 0.25206591 0.50467602 0.38257526
##  [9271] 0.47099944 0.47099944 0.30515633 0.35724635 0.50467602 0.63587863
##  [9277] 0.47910275 0.42932506 0.51519934 0.55727791 0.47099944 0.43747980
##  [9283] 0.41491011 0.38257526 0.43502483 0.35724635 0.50467602 0.38257526
##  [9289] 0.26570038 0.28397052 0.32431779 0.35724635 0.42932506 0.32431779
##  [9295] 0.42932506 0.35693451 0.43502483 0.61951311 0.42928819 0.42928819
##  [9301] 0.32431779 0.39873151 0.38863356 0.55887947 0.47099944 0.35693451
##  [9307] 0.34499401 0.22439058 0.35724635 0.61998834 0.73759160 0.50467602
##  [9313] 0.47099944 0.48829134 0.58904543 0.22439058 0.32431779 0.21996063
##  [9319] 0.43502483 0.66491950 0.58904543 0.31821820 0.23920196 0.30946847
##  [9325] 0.09261021 0.13710306 0.32431779 0.35724635 0.31821820 0.54375418
##  [9331] 0.09731335 0.09731335 0.12334087 0.43747980 0.48829134 0.47099944
##  [9337] 0.51519934 0.42928819 0.25206591 0.33996715 0.33989433 0.38863356
##  [9343] 0.30515633 0.31821820 0.21996063 0.17274585 0.23806932 0.15439714
##  [9349] 0.38863356 0.47099944 0.35724635 0.21996063 0.11218029 0.47099944
##  [9355] 0.43747980 0.42928819 0.61998834 0.58904543 0.66491950 0.51519934
##  [9361] 0.50622667 0.47099944 0.42932506 0.42928819 0.31821820 0.25206591
##  [9367] 0.47099944 0.31821820 0.12334087 0.12334087 0.09731335 0.54375418
##  [9373] 0.43747980 0.25206591 0.38257526 0.47099944 0.73759160 0.95895943
##  [9379] 0.90615211 0.80957053 0.66491950 0.50622667 0.58904543 0.63587863
##  [9385] 0.50622667 0.43747980 0.73759160 0.54375418 0.77434366 0.77434366
##  [9391] 0.80957053 0.63587863 0.94309314 0.63587863 0.90476083 0.30515633
##  [9397] 0.35724635 0.32431779 0.99167017 0.95895943 0.79565122 0.08997732
##  [9403] 0.11218029 0.31821820 0.47099944 0.31821820 0.25206591 0.34499401
##  [9409] 0.66491950 0.43502483 0.43747980 0.35724635 0.38257526 0.66491950
##  [9415] 0.42932506 0.61951311 0.51519934 0.25199394 0.17274585 0.23920196
##  [9421] 0.47099944 0.43747980 0.47910275 0.15991883 0.16387306 0.22439058
##  [9427] 0.54375418 0.47099944 0.41491011 0.41491011 0.61951311 0.43747980
##  [9433] 0.66491950 0.55727791 0.43747980 0.47099944 0.33989433 0.58904543
##  [9439] 0.61951311 0.26570038 0.42932506 0.25206591 0.54375418 0.38257526
##  [9445] 0.32431779 0.38257526 0.34499401 0.43747980 0.51519934 0.43747980
##  [9451] 0.32431779 0.43747980 0.35693451 0.42928819 0.21996063 0.34499401
##  [9457] 0.90753275 0.89355214 0.79565122 0.25199394 0.25199394 0.31821820
##  [9463] 0.38257526 0.35724635 0.38257526 0.77434366 0.47099944 0.73759160
##  [9469] 0.51519934 0.35724635 0.47099944 0.51519934 0.47099944 0.47099944
##  [9475] 0.30515633 0.22439058 0.31821820 0.66491950 0.66491950 0.58904543
##  [9481] 0.09069718 0.15991883 0.15991883 0.21996063 0.21996063 0.34499401
##  [9487] 0.55887947 0.30515633 0.25206591 0.23319718 0.54375418 0.50622667
##  [9493] 0.47099944 0.50622667 0.42928819 0.15991883 0.11218029 0.12334087
##  [9499] 0.50622667 0.38257526 0.51519934 0.12334087 0.09261021 0.10288034
##  [9505] 0.42928819 0.35724635 0.35724635 0.25206591 0.41491011 0.30515633
##  [9511] 0.51519934 0.55887947 0.55727791 0.35468487 0.33989433 0.50622667
##  [9517] 0.58904543 0.35724635 0.35693451 0.35724635 0.33996715 0.34499401
##  [9523] 0.32431779 0.47910275 0.31821820 0.39873151 0.31821820 0.28397052
##  [9529] 0.30515633 0.34499401 0.25199394 0.50467602 0.17274585 0.31270008
##  [9535] 0.66491950 0.58904543 0.47099944 0.21996063 0.23920196 0.23920196
##  [9541] 0.38257526 0.32431779 0.31821820 0.50622667 0.35724635 0.41491011
##  [9547] 0.47099944 0.35724635 0.39873151 0.43747980 0.31821820 0.58904543
##  [9553] 0.21996063 0.21996063 0.23920196 0.42928819 0.55887947 0.55727791
##  [9559] 0.31270008 0.23806932 0.38257526 0.28397052 0.35724635 0.58904543
##  [9565] 0.35693451 0.35724635 0.25206591 0.47099944 0.55887947 0.47099944
##  [9571] 0.42928819 0.43747980 0.12334087 0.11218029 0.17274585 0.47910275
##  [9577] 0.41491011 0.50622667 0.12334087 0.12334087 0.15991883 0.47910275
##  [9583] 0.42932506 0.43502483 0.38863356 0.47099944 0.35693451 0.73759160
##  [9589] 0.50622667 0.50622667 0.38257526 0.43502483 0.38257526 0.77434366
##  [9595] 0.23806932 0.21996063 0.25199394 0.43747980 0.43747980 0.35693451
##  [9601] 0.47099944 0.35724635 0.51519934 0.42932506 0.38257526 0.25199394
##  [9607] 0.35724635 0.25199394 0.55887947 0.26570038 0.30515633 0.77434366
##  [9613] 0.77434366 0.50467602 0.35693451 0.17274585 0.21996063 0.38257526
##  [9619] 0.31821820 0.33989433 0.73759160 0.38863356 0.55727791 0.43502483
##  [9625] 0.47099944 0.21996063 0.50622667 0.38257526 0.58904543 0.17274585
##  [9631] 0.26570038 0.26570038 0.58904543 0.66491950 0.47856672 0.09069718
##  [9637] 0.51519934 0.54375418 0.66491950 0.54375418 0.15584636 0.15991883
##  [9643] 0.17916493 0.58904543 0.66491950 0.50467602 0.58904543 0.63587863
##  [9649] 0.30515633 0.38257526 0.38257526 0.55727791 0.55727791 0.47099944
##  [9655] 0.31821820 0.17274585 0.23319718 0.17274585 0.58904543 0.58904543
##  [9661] 0.47099944 0.23319718 0.16895099 0.58904543 0.77434366 0.66491950
##  [9667] 0.79565122 0.66491950 0.90615211 0.50622667 0.66491950 0.66491950
##  [9673] 0.58904543 0.51519934 0.47099944 0.50622667 0.79565122 0.54375418
##  [9679] 0.16895099 0.13622617 0.11218029 0.73759160 0.63587863 0.50622667
##  [9685] 0.73759160 0.77434366 0.73759160 0.82602712 0.73759160 0.61951311
##  [9691] 0.73759160 0.63587863 0.73759160 0.94728210 0.82602712 0.73759160
##  [9697] 0.58904543 0.42932506 0.61951311 0.94728210 1.07181792 0.90476083
##  [9703] 1.04075255 0.80957053 1.04075255 0.38257526 0.61951311 0.47099944
##  [9709] 0.73759160 1.07181792 1.01942238 0.55727791 0.55887947 0.63587863
##  [9715] 0.61951311 0.25206591 0.23920196 0.23920196 0.66491950 0.77434366
##  [9721] 0.58904543 0.66491950 0.73759160 0.30946847 0.35724635 0.50622667
##  [9727] 0.66491950 0.66491950 0.66491950 0.31821820 0.17274585 0.31270008
##  [9733] 0.31821820 0.66491950 0.66491950 0.55887947 0.38257526 0.17274585
##  [9739] 0.77434366 0.82602712 0.90753275 0.77434366 0.73759160 0.77434366
##  [9745] 0.80957053 0.80957053 0.58904543 0.66491950 0.61142800 0.58904543
##  [9751] 0.51519934 0.82602712 0.55727791 0.16895099 0.25199394 0.15991883
##  [9757] 0.77434366 0.55887947 0.58904543 0.77434366 0.73759160 0.79565122
##  [9763] 0.73759160 0.66491950 0.51519934 0.79565122 0.61998834 0.61142800
##  [9769] 1.01942238 0.82602712 0.73208490 0.73759160 0.55887947 0.77434366
##  [9775] 0.90753275 1.01942238 0.66491950 1.07343087 0.80197633 1.01942238
##  [9781] 0.38257526 0.55727791 0.42932506 0.63587863 0.95895943 0.80957053
##  [9787] 0.11218029 0.09731335 0.17274585 0.38257526 0.35693451 0.31821820
##  [9793] 0.23806932 0.23920196 0.61142800 0.47099944 0.47910275 0.35724635
##  [9799] 0.35693451 0.38257526 0.21996063 0.16895099 0.15991883 0.31821820
##  [9805] 0.25199394 0.31821820 0.38257526 0.16895099 0.11218029 0.15439714
##  [9811] 0.55887947 0.38257526 0.15991883 0.30515633 0.17274585 0.32431779
##  [9817] 0.38257526 0.39873151 0.25199394 0.30515633 0.33989433 0.47099944
##  [9823] 0.16895099 0.12334087 0.31821820 0.32431779 0.32431779 0.35724635
##  [9829] 0.41491011 0.41491011 0.25199394 0.26570038 0.33989433 0.32431779
##  [9835] 0.23806932 0.38257526 0.50622667 0.63587863 0.55887947 0.38257526
##  [9841] 0.25206591 0.23806932 0.38863356 0.34499401 0.23806932 0.43747980
##  [9847] 0.22439058 0.51519934 0.47099944 0.41491011 0.47856672 0.66491950
##  [9853] 0.47099944 0.80957053 0.21996063 0.23920196 0.23806932 0.94309314
##  [9859] 1.04075255 0.58904543 0.09261021 0.34499401 0.42928819 0.47099944
##  [9865] 0.38257526 0.17274585 0.16387306 0.43747980 0.47099944 0.50467602
##  [9871] 0.21996063 0.35724635 0.35693451 0.21996063 0.21996063 0.21996063
##  [9877] 0.30515633 0.25199394 0.26570038 0.38863356 0.15991883 0.16895099
##  [9883] 0.17274585 0.54375418 0.38257526 0.15991883 0.13710306 0.16387306
##  [9889] 0.30946847 0.31821820 0.41491011 0.25199394 0.31821820 0.43747980
##  [9895] 0.38257526 0.15991883 0.13710306 0.34499401 0.51519934 0.32431779
##  [9901] 0.50622667 0.47099944 0.38257526 0.25199394 0.35724635 0.35724635
##  [9907] 0.54375418 0.17274585 0.23319718 0.47099944 0.54375418 0.54375418
##  [9913] 0.12334087 0.15991883 0.13710306 0.26570038 0.31821820 0.21996063
##  [9919] 0.51519934 0.25206591 0.43502483 0.42932506 0.42928819 0.54375418
##  [9925] 0.54375418 0.32431779 0.63587863 0.21996063 0.25199394 0.33996715
##  [9931] 0.77434366 0.90753275 0.50622667 0.21996063 0.39873151 0.38257526
##  [9937] 0.47137660 0.17274585 0.17274585 0.47099944 0.50467602 0.50622667
##  [9943] 0.35724635 0.41491011 0.43502483 0.17274585 0.17274585 0.17274585
##  [9949] 0.47910275 0.47099944 0.50622667 0.48829134 0.15991883 0.21996063
##  [9955] 0.15991883 0.73759160 0.41491011 0.12334087 0.16895099 0.17274585
##  [9961] 0.50622667 0.43747980 0.54375418 0.15991883 0.41491011 0.54375418
##  [9967] 0.50622667 0.15439714 0.10288034 0.30946847 0.50622667 0.41491011
##  [9973] 0.43747980 0.47099944 0.47910275 0.25206591 0.35693451 0.35724635
##  [9979] 0.30515633 0.30515633 0.38257526 0.50467602 0.63587863 0.63587863
##  [9985] 0.32431779 0.17274585 0.17274585 0.47099944 0.35724635 0.34756123
##  [9991] 0.54375418 0.31821820 0.55887947 0.61951311 0.51519934 0.63587863
##  [9997] 0.77434366 0.58904543 0.77434366 0.23806932 0.30515633 0.25206591
## [10003] 0.90615211 0.99167017 0.66491950 0.43747980 0.47099944 0.50467602
## [10009] 0.09261021 0.09731335 0.51519934 0.47099944 0.58904543 0.54375418
## [10015] 0.55887947 0.58904543 0.09261021 0.09261021 0.09261021 0.61998834
## [10021] 0.51519934 0.55727791 0.38863356 0.09069718 0.09731335 0.10288034
## [10027] 0.73759160 0.50467602 0.17274585 0.17274585 0.15439714 0.43747980
## [10033] 0.58904543 0.51519934 0.25199394 0.66491950 0.55727791 0.66491950
## [10039] 0.15991883 0.21996063 0.50467602 0.47099944 0.47099944 0.50467602
## [10045] 0.43747980 0.50467602 0.55727791 0.50467602 0.50622667 0.33989433
## [10051] 0.55727791 0.47099944 0.51519934 0.73759160 0.63587863 0.58904543
## [10057] 0.47910275 0.47099944 0.58904543 0.55887947 0.54375418 0.55727791
## [10063] 0.47099944 0.73759160 0.82602712 0.82602712 0.80197633 0.99167017
## [10069] 0.73759160 1.04075255 0.42928819 0.34499401 0.38257526 1.04075255
## [10075] 1.16053292 0.95895943 0.09069718 0.12334087 0.35724635 0.55727791
## [10081] 0.52107919 0.51519934 0.39873151 0.31821820 0.38257526 0.38257526
## [10087] 0.23920196 0.31821820 0.23920196 0.22439058 0.15991883 0.21996063
## [10093] 0.15991883 0.38257526 0.42932506 0.30515633 0.15439714 0.15439714
## [10099] 0.43747980 0.50467602 0.38257526 0.55887947 0.54375418 0.55727791
## [10105] 0.47099944 0.51519934 0.41491011 0.38257526 0.43502483 0.43502483
## [10111] 0.31821820 0.48829134 0.32431779 0.16895099 0.17274585 0.13622617
## [10117] 0.55887947 0.58904543 0.31821820 0.54375418 0.58904543 0.73759160
## [10123] 0.94309314 0.90476083 0.73759160 0.55727791 0.61951311 0.61142800
## [10129] 0.63587863 0.55887947 0.63587863 0.73759160 0.51519934 0.73759160
## [10135] 0.79565122 0.89355214 0.66491950 0.95895943 0.66491950 1.01942238
## [10141] 0.31821820 0.47099944 0.38257526 0.95895943 1.01942238 0.94728210
## [10147] 0.10288034 0.35724635 0.55727791 0.54375418 0.47099944 0.43747980
## [10153] 0.22439058 0.31270008 0.32431779 0.35724635 0.41491011 0.33996715
## [10159] 0.18815503 0.15439714 0.17274585 0.15991883 0.35724635 0.43502483
## [10165] 0.25199394 0.17274585 0.17274585 0.58904543 0.54375418 0.47099944
## [10171] 0.54375418 0.51519934 0.55887947 0.55727791 0.50467602 0.48829134
## [10177] 0.54375418 0.43747980 0.41491011 0.30515633 0.43502483 0.43502483
## [10183] 0.13622617 0.13710306 0.15991883 0.58904543 0.54375418 0.47099944
## [10189] 0.51519934 0.61951311 0.61951311 0.94309314 0.94728210 0.80957053
## [10195] 0.73759160 0.63587863 0.58904543 0.73759160 0.58904543 0.51519934
## [10201] 0.73759160 0.58904543 0.77434366 0.73759160 0.94309314 0.73759160
## [10207] 0.90615211 0.63587863 0.94309314 0.31821820 0.51519934 0.47099944
## [10213] 0.90476083 0.94309314 0.66491950 0.47099944 0.41491011 0.66491950
## [10219] 0.51519934 0.41491011 0.31821820 0.30946847 0.32431779 0.38257526
## [10225] 0.33996715 0.31821820 0.15991883 0.15991883 0.22439058 0.23806932
## [10231] 0.32431779 0.32431779 0.26570038 0.25199394 0.17274585 0.47099944
## [10237] 0.54375418 0.35724635 0.55887947 0.63587863 0.47910275 0.54375418
## [10243] 0.47099944 0.51519934 0.55887947 0.43747980 0.47856672 0.50622667
## [10249] 0.55887947 0.35724635 0.21996063 0.12334087 0.15991883 0.66491950
## [10255] 0.54375418 0.30515633 0.58904543 0.58904543 0.73759160 0.95895943
## [10261] 0.94309314 0.90476083 0.73759160 0.73759160 0.51519934 0.80957053
## [10267] 0.61951311 0.50622667 0.77434366 0.58904543 0.73759160 0.77434366
## [10273] 0.94728210 0.58904543 1.01942238 0.61951311 0.79565122 0.38257526
## [10279] 0.51519934 0.47099944 1.01942238 1.01942238 0.77434366 0.12334087
## [10285] 0.50467602 0.51519934 0.54375418 0.43747980 0.58904543 0.48829134
## [10291] 0.09261021 0.09069718 0.09069718 0.47099944 0.47099944 0.47099944
## [10297] 0.43747980 0.10288034 0.12334087 0.13710306 0.66491950 0.47099944
## [10303] 0.25206591 0.16895099 0.13622617 0.42928819 0.50622667 0.51519934
## [10309] 0.25206591 0.38863356 0.42928819 0.50467602 0.17274585 0.16895099
## [10315] 0.47099944 0.41491011 0.43502483 0.43502483 0.54375418 0.47099944
## [10321] 0.50467602 0.54375418 0.50622667 0.47099944 0.51519934 0.33996715
## [10327] 0.54375418 0.66491950 0.58904543 0.35724635 0.38257526 0.31821820
## [10333] 0.51519934 0.35724635 0.43747980 0.58904543 0.43747980 0.54375418
## [10339] 0.63587863 0.55727791 0.66491950 0.90753275 0.73759160 0.79565122
## [10345] 0.35724635 0.35693451 0.47099944 0.94728210 1.01942238 0.90734981
## [10351] 0.58904543 0.55887947 0.58904543 0.49166063 0.63587863 0.61951311
## [10357] 0.12334087 0.10288034 0.11218029 0.47910275 0.55727791 0.54375418
## [10363] 0.51519934 0.11218029 0.10288034 0.15991883 0.66491950 0.63587863
## [10369] 0.26570038 0.15991883 0.23319718 0.47099944 0.47910275 0.50467602
## [10375] 0.35724635 0.61951311 0.58904543 0.66491950 0.31821820 0.30515633
## [10381] 0.47856672 0.61951311 0.50622667 0.61951311 0.55727791 0.51519934
## [10387] 0.54375418 0.51519934 0.38863356 0.55887947 0.47099944 0.47099944
## [10393] 0.54375418 0.55727791 0.61951311 0.43747980 0.43502483 0.38863356
## [10399] 0.51519934 0.41491011 0.35693451 0.54375418 0.43747980 0.61951311
## [10405] 0.73759160 0.66491950 0.63587863 1.01942238 0.63587863 0.80197633
## [10411] 0.43502483 0.38863356 0.47099944 1.04075255 1.07181792 0.90753275
## [10417] 0.12334087 0.22439058 0.35724635 0.51519934 0.63587863 0.54375418
## [10423] 0.50622667 0.50467602 0.58904543 0.54375418 0.61951311 0.55727791
## [10429] 0.51519934 0.54375418 0.58904543 0.80197633 0.63587863 0.55887947
## [10435] 0.66491950 0.79565122 0.43502483 0.38257526 0.38863356 0.80197633
## [10441] 0.41491011 0.30515633 0.23319718 0.61951311 0.55727791 0.15991883
## [10447] 0.31821820 0.34499401 0.66491950 0.54375418 0.54375418 0.35724635
## [10453] 0.31821820 0.35724635 0.15991883 0.50622667 0.51519934 0.80957053
## [10459] 0.77434366 0.94309314 0.55727791 0.63587863 0.61951311 0.50622667
## [10465] 0.47910275 0.38257526 0.90476083 0.73759160 0.90753275 0.47099944
## [10471] 0.41491011 0.58904543 0.58904543 0.43502483 0.63587863 0.25206591
## [10477] 0.30515633 0.30515633 0.79565122 1.01942238 0.66491950 0.09069718
## [10483] 0.30515633 0.42928819 0.35693451 0.41491011 0.48829134 0.38863356
## [10489] 0.47910275 0.63587863 0.54375418 0.61142800 0.50622667 0.48829134
## [10495] 0.47856672 0.80957053 0.55727791 0.50622667 0.55727791 0.50622667
## [10501] 0.33996715 0.32431779 0.23806932 0.63587863 0.26570038 0.23806932
## [10507] 0.17274585 0.61951311 0.55887947 0.15439714 0.15991883 0.15991883
## [10513] 0.77434366 0.47099944 0.68479009 0.41491011 0.13622617 0.25206591
## [10519] 0.22439058 0.50467602 0.54375418 1.07343087 1.07343087 1.07343087
## [10525] 0.61951311 0.47099944 0.47099944 0.33996715 0.30515633 0.26570038
## [10531] 1.07181792 0.80197633 1.07343087 0.30515633 0.47910275 0.31821820
## [10537] 0.79565122 0.47099944 0.66491950 0.23806932 0.25206591 0.31821820
## [10543] 1.07181792 1.11653790 0.77434366 0.33989433 0.41491011 0.38257526
## [10549] 0.39873151 0.38257526 0.33989433 0.38257526 0.51519934 0.51519934
## [10555] 0.61951311 0.47099944 0.54375418 0.50467602 0.73759160 0.54375418
## [10561] 0.55727791 0.47099944 0.42932506 0.31821820 0.35693451 0.30515633
## [10567] 0.73759160 0.32431779 0.30515633 0.25206591 0.58904543 0.47856672
## [10573] 0.23920196 0.12334087 0.17274585 0.77434366 0.51519934 0.63587863
## [10579] 0.42932506 0.23806932 0.15991883 0.32431779 0.43747980 0.58904543
## [10585] 1.16053292 1.16053292 1.16053292 0.66491950 0.48829134 0.51519934
## [10591] 0.33989433 0.30515633 0.21996063 1.16053292 1.01942238 1.16031907
## [10597] 0.43747980 0.54375418 0.39873151 0.61951311 0.47910275 0.66491950
## [10603] 0.31821820 0.30515633 0.33996715 1.07343087 1.04075255 0.66491950
## [10609] 0.11218029 0.10288034 0.43502483 0.51519934 0.51519934 0.16895099
## [10615] 0.28397052 0.17274585 0.51519934 0.50622667 0.47910275 0.41491011
## [10621] 0.47099944 0.33996715 0.58904543 0.38257526 0.47856672 0.42932506
## [10627] 0.34499401 0.50467602 0.63587863 0.41491011 0.33396903 0.38863356
## [10633] 0.42932506 0.47099944 0.26570038 0.42928819 0.38257526 0.39873151
## [10639] 0.39873151 0.43747980 0.47099944 0.47856672 0.32431779 0.48829134
## [10645] 0.32431779 0.38257526 0.94309314 0.80957053 0.80957053 0.41491011
## [10651] 0.35724635 0.32431779 0.38863356 0.41093557 0.42928819 0.63587863
## [10657] 0.47099944 0.77434366 0.51519934 0.55887947 0.39873151 0.55727791
## [10663] 0.38863356 0.58904543 0.35724635 0.47099944 0.39873151 0.77434366
## [10669] 0.90753275 0.63587863 0.13710306 0.54375418 0.47099944 0.55887947
## [10675] 0.17274585 0.26570038 0.17274585 0.47099944 0.47099944 0.54375418
## [10681] 0.35724635 0.61998834 0.38863356 0.66491950 0.55887947 0.42928819
## [10687] 0.41491011 0.33989433 0.47910275 0.77434366 0.38863356 0.31821820
## [10693] 0.42928819 0.51519934 0.47099944 0.32431779 0.43502483 0.33996715
## [10699] 0.50622667 0.50467602 0.47099944 0.42928819 0.30515633 0.30515633
## [10705] 0.39873151 0.34499401 0.51519934 1.01942238 1.04075255 0.90753275
## [10711] 0.50622667 0.47099944 0.38257526 0.38257526 0.35724635 0.25199394
## [10717] 0.94309314 0.58904543 0.90753275 0.54375418 0.54375418 0.30515633
## [10723] 0.54375418 0.38257526 0.66491950 0.32431779 0.30515633 0.31821820
## [10729] 0.90615211 0.90476083 0.55727791 0.47099944 0.43502483 0.51519934
## [10735] 0.21996063 0.33989433 0.17274585 0.50467602 0.43747980 0.49166063
## [10741] 0.33989433 0.51519934 0.43747980 0.55727791 0.47099944 0.43502483
## [10747] 0.33996715 0.26570038 0.47099944 0.63587863 0.22439058 0.31821820
## [10753] 0.38257526 0.35724635 0.50622667 0.38257526 0.51519934 0.31821820
## [10759] 0.54173272 0.43747980 0.47099944 0.34499401 0.35724635 0.31821820
## [10765] 0.61142800 0.31821820 0.31821820 1.04075255 0.95895943 0.95895943
## [10771] 0.47099944 0.41491011 0.43747980 0.43502483 0.23920196 0.31821820
## [10777] 0.90734981 0.73759160 0.94309314 0.50467602 0.48829134 0.38257526
## [10783] 0.41491011 0.35724635 0.63587863 0.43747980 0.38257526 0.51519934
## [10789] 0.90753275 1.01942238 0.58904543 0.09731335 0.09069718 0.42928819
## [10795] 0.39873151 0.50622667 0.35724635 0.11218029 0.15991883 0.11218029
## [10801] 0.63587863 0.42928819 0.17274585 0.17274585 0.12334087 0.47099944
## [10807] 0.42928819 0.43502483 0.17274585 0.38257526 0.38257526 0.43747980
## [10813] 0.16895099 0.17274585 0.43747980 0.31821820 0.33989433 0.55727791
## [10819] 0.50622667 0.51519934 0.41491011 0.38863356 0.42932506 0.48829134
## [10825] 0.43502483 0.42932506 0.80197633 0.94309314 0.80957053 0.38257526
## [10831] 0.38257526 0.31821820 0.43502483 0.43747980 0.42932506 0.79565122
## [10837] 0.54375418 0.80957053 0.73759160 0.66491950 0.54375418 1.00181868
## [10843] 0.77434366 1.01942238 0.31821820 0.25206591 0.47099944 1.07181792
## [10849] 1.16031907 0.90753275 0.09261021 0.38257526 0.42932506 0.35724635
## [10855] 0.31821820 0.08029497 0.09731335 0.09261021 0.55727791 0.39873151
## [10861] 0.12334087 0.12334087 0.11218029 0.38257526 0.43747980 0.42932506
## [10867] 0.26570038 0.38257526 0.32431779 0.38863356 0.17274585 0.17274585
## [10873] 0.33989433 0.43747980 0.30515633 0.43502483 0.50622667 0.43502483
## [10879] 0.32431779 0.38257526 0.26570038 0.38257526 0.30515633 0.34499401
## [10885] 0.63587863 0.66491950 0.66491950 0.25206591 0.25206591 0.25206591
## [10891] 0.26570038 0.28397052 0.30515633 0.63587863 0.48829134 0.55727791
## [10897] 0.43747980 0.43502483 0.58904543 0.77434366 0.58904543 0.73759160
## [10903] 0.23920196 0.26570038 0.30515633 0.94728210 0.94309314 0.77434366
## [10909] 0.54375418 0.50467602 0.61142800 0.34499401 0.09261021 0.11218029
## [10915] 0.11218029 0.50622667 0.43502483 0.17274585 0.15991883 0.11218029
## [10921] 0.38257526 0.47099944 0.35724635 0.31270008 0.35724635 0.38257526
## [10927] 0.47099944 0.15991883 0.15439714 0.38863356 0.35693451 0.21996063
## [10933] 0.50622667 0.47099944 0.43502483 0.38863356 0.41491011 0.35693451
## [10939] 0.41491011 0.38257526 0.47910275 0.58904543 0.73759160 0.63587863
## [10945] 0.39873151 0.38257526 0.38257526 0.55727791 0.47099944 0.31821820
## [10951] 0.61998834 0.43747980 0.63587863 0.66491950 0.58904543 0.58904543
## [10957] 1.01942238 0.66491950 0.95895943 0.32431779 0.32431779 0.38863356
## [10963] 1.07343087 1.16053292 0.94309314 0.09261021 0.09069718 0.39873151
## [10969] 0.47099944 0.43502483 0.38863356 0.38863356 0.35724635 0.61998834
## [10975] 0.35724635 0.38257526 0.38257526 0.33989433 0.31821820 0.66491950
## [10981] 0.35724635 0.35693451 0.25199394 0.51519934 0.55887947 0.35724635
## [10987] 0.47099944 0.47099944 0.38257526 0.35693451 0.35693451 0.47099944
## [10993] 0.47099944 0.34499401 0.58904543 0.41491011 0.41491011 0.94309314
## [10999] 0.90753275 0.77434366 0.43502483 0.47099944 0.47099944 0.47910275
## [11005] 0.35724635 0.36166130 0.73759160 0.54375418 0.66491950 0.47099944
## [11011] 0.51519934 0.38863356 0.58904543 0.47099944 0.58904543 0.22439058
## [11017] 0.34499401 0.38257526 0.73759160 0.63587863 0.63587863 0.09261021
## [11023] 0.31270008 0.43747980 0.38257526 0.38257526 0.32431779 0.35724635
## [11029] 0.63587863 0.43747980 0.51519934 0.43502483 0.50622667 0.47099944
## [11035] 0.73759160 0.43747980 0.38863356 0.35724635 0.31821820 0.42932506
## [11041] 0.35724635 0.48829134 0.38257526 0.26570038 0.28397052 0.28397052
## [11047] 0.43747980 0.47099944 0.42932506 0.55727791 0.38257526 0.38257526
## [11053] 0.58904543 0.61951311 0.47099944 0.35724635 0.43747980 0.31821820
## [11059] 0.51519934 0.51519934 0.42932506 0.51519934 0.35724635 0.42928819
## [11065] 0.61142800 0.66491950 0.48829134 0.58904543 0.43502483 0.77434366
## [11071] 0.15991883 0.30515633 0.28397052 0.42932506 0.58904543 0.35724635
## [11077] 0.42932506 0.47910275 0.42928819 0.30515633 0.31821820 0.34499401
## [11083] 0.58904543 0.51519934 0.47099944 0.51519934 0.38257526 0.50622667
## [11089] 0.80957053 0.38257526 0.39873151 0.33996715 0.63587863 0.63587863
## [11095] 0.48829134 0.58904543 0.43747980 0.33989433 0.25258666 0.31821820
## [11101] 0.47856672 0.47099944 0.38863356 0.73759160 0.47099944 0.50622667
## [11107] 0.94728210 0.94309314 0.77434366 0.47099944 0.51519934 0.39873151
## [11113] 0.47099944 0.42928819 0.32431779 0.80957053 0.61998834 0.63587863
## [11119] 0.63587863 0.63587863 0.51519934 0.66491950 0.51519934 0.73759160
## [11125] 0.25199394 0.39873151 0.47910275 0.77434366 0.77434366 0.55727791
## [11131] 0.32431779 0.43747980 0.35724635 0.12334087 0.12334087 0.47099944
## [11137] 0.50622667 0.42928819 0.54375418 0.55887947 0.50467602 0.55727791
## [11143] 0.58904543 0.47099944 0.50622667 0.42928819 0.58904543 0.47099944
## [11149] 0.58904543 0.41491011 0.12334087 0.13710306 0.12334087 0.58904543
## [11155] 0.51519934 0.42928819 0.55887947 0.61998834 0.66491950 0.80957053
## [11161] 0.82602712 0.90753275 0.66491950 0.77434366 0.73759160 0.73759160
## [11167] 0.54375418 0.47910275 0.73759160 0.54375418 0.77434366 0.82602712
## [11173] 0.94309314 0.90753275 0.94728210 0.73759160 1.00181868 0.50622667
## [11179] 0.42932506 0.58904543 1.01942238 1.15602252 0.77434366 0.09261021
## [11185] 0.08029497 0.58904543 0.50467602 0.15991883 0.16895099 0.12334087
## [11191] 0.33996715 0.47099944 0.47099944 0.22439058 0.47099944 0.41491011
## [11197] 0.47910275 0.13710306 0.15991883 0.42928819 0.55727791 0.31821820
## [11203] 0.42928819 0.42928819 0.42928819 0.38257526 0.47099944 0.34499401
## [11209] 0.39873151 0.35724635 0.35724635 0.66491950 0.58904543 0.63587863
## [11215] 0.47099944 0.38257526 0.35724635 0.50622667 0.35693451 0.33989433
## [11221] 0.42928819 0.42932506 0.58904543 0.58904543 0.63587863 0.61951311
## [11227] 0.82602712 0.61142800 0.82602712 0.34499401 0.28397052 0.38257526
## [11233] 0.80957053 1.01942238 0.73759160 0.09261021 0.58904543 0.47099944
## [11239] 0.17274585 0.12334087 0.17274585 0.38257526 0.43502483 0.42928819
## [11245] 0.25206591 0.42932506 0.44365266 0.58904543 0.17274585 0.15991883
## [11251] 0.32431779 0.43502483 0.33996715 0.47099944 0.50622667 0.50622667
## [11257] 0.38257526 0.38257526 0.34499401 0.43747980 0.38257526 0.41491011
## [11263] 0.58904543 0.66491950 0.66491950 0.35724635 0.42928819 0.31821820
## [11269] 0.47910275 0.35724635 0.38257526 0.58904543 0.38863356 0.43747980
## [11275] 0.51519934 0.61142800 0.66491950 0.77434366 0.73759160 0.90476083
## [11281] 0.30515633 0.42928819 0.28397052 0.94309314 1.04075255 0.73759160
## [11287] 0.54375418 0.42932506 0.15991883 0.25199394 0.12334087 0.38257526
## [11293] 0.47099944 0.42928819 0.25206591 0.35724635 0.43747980 0.43747980
## [11299] 0.15991883 0.16895099 0.35724635 0.39873151 0.23806932 0.42932506
## [11305] 0.38257526 0.42932506 0.35693451 0.34499401 0.31821820 0.43747980
## [11311] 0.38257526 0.41491011 0.67165153 0.77434366 0.63587863 0.35724635
## [11317] 0.34499401 0.31821820 0.47099944 0.38863356 0.33996715 0.61951311
## [11323] 0.47099944 0.58904543 0.54375418 0.63587863 0.73759160 0.73759160
## [11329] 0.66491950 0.90615211 0.25206591 0.35693451 0.31821820 0.94309314
## [11335] 1.07343087 0.80957053 0.10288034 0.77434366 0.54375418 0.58904543
## [11341] 0.58904543 0.63587863 0.73759160 0.89355214 0.66491950 0.61951311
## [11347] 0.73759160 0.66491950 0.77434366 0.77434366 0.82602712 0.61951311
## [11353] 0.12334087 0.13622617 0.12334087 0.94309314 0.80957053 0.63587863
## [11359] 0.79565122 0.89355214 0.82602712 1.01942238 0.90753275 0.90753275
## [11365] 0.82602712 0.79565122 0.94309314 0.77434366 0.58904543 0.55727791
## [11371] 0.85795332 0.63587863 0.94728210 0.90476083 0.95895943 0.95895943
## [11377] 1.04075255 0.90753275 1.01942238 0.66491950 0.61951311 0.77434366
## [11383] 1.01942238 1.07181792 1.01942238 0.49166063 0.42932506 0.51519934
## [11389] 0.43747980 0.47099944 0.55887947 0.55285081 0.58904543 0.66491950
## [11395] 0.54375418 0.51519934 0.43747980 0.54375418 0.54375418 0.38863356
## [11401] 0.10288034 0.09261021 0.09261021 0.66491950 0.73759160 0.38257526
## [11407] 0.58904543 0.73759160 0.82602712 1.01942238 0.94728210 0.90753275
## [11413] 0.73759160 0.58904543 0.73759160 0.63587863 0.54375418 0.51519934
## [11419] 0.94309314 0.73759160 0.94728210 0.80957053 0.80957053 0.77434366
## [11425] 1.07181792 0.66491950 0.95895943 0.50467602 0.55887947 0.50467602
## [11431] 1.01942238 1.07181792 0.95895943 0.12334087 0.17274585 0.58904543
## [11437] 0.54375418 0.55727791 0.11218029 0.58904543 0.55727791 0.63587863
## [11443] 0.12334087 0.11218029 0.51519934 0.51519934 0.35724635 0.58904543
## [11449] 0.55887947 0.54375418 0.47099944 0.32431779 0.35724635 0.42932506
## [11455] 0.43502483 0.50622667 0.55887947 0.51519934 0.63587863 0.38257526
## [11461] 0.47856672 0.47099944 0.54375418 0.55727791 0.50467602 0.39873151
## [11467] 0.25199394 0.51519934 0.66491950 0.82602712 0.80197633 0.83381725
## [11473] 0.73759160 1.01942238 0.38257526 0.39873151 0.41491011 1.04075255
## [11479] 1.07343087 0.94309314 0.15991883 0.55727791 0.50622667 0.51519934
## [11485] 0.25206591 0.47099944 0.51519934 0.55887947 0.15991883 0.13622617
## [11491] 0.50467602 0.51519934 0.39873151 0.54375418 0.50467602 0.47099944
## [11497] 0.43747980 0.47099944 0.47099944 0.50622667 0.31821820 0.35724635
## [11503] 0.63587863 0.63587863 0.73759160 0.35724635 0.38257526 0.38257526
## [11509] 0.43747980 0.35724635 0.43747980 0.61951311 0.35693451 0.63587863
## [11515] 0.58904543 0.63587863 0.54375418 0.73759160 0.73759160 0.82602712
## [11521] 0.38257526 0.38257526 0.54375418 0.94309314 1.01942238 0.77434366
## [11527] 0.47910275 0.50622667 0.54375418 0.31821820 0.49166063 0.58904543
## [11533] 0.43502483 0.25206591 0.22439058 0.50467602 0.43747980 0.33996715
## [11539] 0.63587863 0.58904543 0.55887947 0.43502483 0.42928819 0.35724635
## [11545] 0.54375418 0.43747980 0.54375418 0.95895943 1.04075255 1.01942238
## [11551] 0.50622667 0.43502483 0.39873151 0.47099944 0.43502483 0.42928819
## [11557] 0.90615211 0.55727791 0.90753275 0.66491950 0.77434366 0.66491950
## [11563] 0.77434366 0.77434366 0.90734981 0.41491011 0.34499401 0.50467602
## [11569] 1.16053292 1.16053292 1.00181868 0.09731335 0.09261021 0.77434366
## [11575] 0.28397052 0.32431779 0.30946847 0.38257526 0.47099944 0.43747980
## [11581] 0.42928819 0.35693451 0.63587863 0.47910275 0.58904543 0.43502483
## [11587] 0.43747980 0.32431779 0.35693451 0.38257526 0.47099944 0.82602712
## [11593] 0.94309314 0.77434366 0.37122750 0.61142800 0.58904543 0.11218029
## [11599] 0.12334087 0.09261021 0.80957053 0.73759160 0.89355214 0.23920196
## [11605] 0.35724635 0.51519934 0.47910275 0.25199394 0.42932506 0.33989433
## [11611] 0.35724635 0.35724635 0.90753275 0.90734981 0.50467602 0.11218029
## [11617] 0.73759160 0.30946847 0.42928819 0.47099944 0.58904543 0.61951311
## [11623] 0.50622667 0.50467602 0.35724635 0.66491950 0.55727791 0.66491950
## [11629] 0.42928819 0.39873151 0.31821820 0.55727791 0.41491011 0.55887947
## [11635] 1.00181868 1.01942238 1.01942238 0.38863356 0.47099944 0.51519934
## [11641] 0.10288034 0.09731335 0.10288034 1.01942238 0.77434366 1.04075255
## [11647] 0.35724635 0.43502483 0.58904543 0.42932506 0.38257526 0.35724635
## [11653] 0.38257526 0.34499401 0.47099944 0.94309314 0.89355214 0.61998834
## [11659] 0.89355214 0.30515633 0.33989433 0.31821820 0.54375418 0.50622667
## [11665] 0.41491011 0.38257526 0.35693451 0.82602712 0.55887947 0.73759160
## [11671] 0.35724635 0.30515633 0.35724635 0.50467602 0.30515633 0.35693451
## [11677] 0.80957053 1.01942238 0.94728210 0.43747980 0.51519934 0.50622667
## [11683] 0.15991883 0.16895099 0.11218029 1.01942238 0.66491950 0.94728210
## [11689] 0.34499401 0.35724635 0.47099944 0.51519934 0.30515633 0.47099944
## [11695] 0.33996715 0.35724635 0.25206591 1.01942238 0.94309314 0.38257526
## [11701] 0.73759160 0.89355214 0.73759160 0.11218029 0.11218029 0.55727791
## [11707] 0.63587863 0.61951311 0.55727791 0.58904543 0.55727791 0.61998834
## [11713] 0.58904543 0.63587863 0.55727791 0.73759160 0.55887947 0.51519934
## [11719] 0.54375418 0.66491950 0.51519934 0.42928819 0.38257526 0.77434366
## [11725] 0.58904543 0.63587863 0.31821820 0.15991883 0.54375418 0.95895943
## [11731] 0.95895943 0.90753275 1.01942238 1.01942238 1.01942238 0.42928819
## [11737] 0.47910275 0.42928819 1.04075255 1.07343087 1.01942238 0.17274585
## [11743] 0.17274585 0.47099944 0.43747980 0.25206591 0.16895099 0.23806932
## [11749] 0.66491950 0.55887947 0.73759160 0.15991883 0.17274585 0.21996063
## [11755] 0.39873151 0.22439058 0.31821820 1.01942238 1.01942238 1.00181868
## [11761] 0.38863356 0.38257526 0.41491011 0.23806932 0.17274585 0.17274585
## [11767] 1.01942238 0.66491950 0.94309314 0.21799325 0.16895099 0.23806932
## [11773] 0.38257526 0.35724635 0.43502483 0.15991883 0.17274585 0.31821820
## [11779] 0.94309314 1.01942238 0.42932506 0.21996063 0.35693451 0.58904543
## [11785] 0.17274585 0.17274585 0.35693451 0.66491950 0.73759160 0.66491950
## [11791] 0.39873151 0.25206591 0.26570038 0.35693451 0.25206591 0.30515633
## [11797] 0.94309314 0.90753275 0.82602712 0.42928819 0.43502483 0.54375418
## [11803] 0.42932506 0.28397052 0.30515633 0.89355214 0.66491950 0.82602712
## [11809] 0.25199394 0.23920196 0.31821820 0.47910275 0.38863356 0.58904543
## [11815] 0.25199394 0.23920196 0.33989433 0.90476083 0.94309314 0.50467602
## [11821] 0.58904543 0.47099944 0.15991883 0.31821820 0.23920196 0.77434366
## [11827] 0.73759160 0.58904543 0.26570038 0.23920196 0.22439058 0.38863356
## [11833] 0.38863356 0.35724635 0.94728210 0.89355214 0.89355214 0.47099944
## [11839] 0.43747980 0.39873151 0.33989433 0.25199394 0.30515633 1.00181868
## [11845] 0.61998834 0.94309314 0.38257526 0.38257526 0.33996715 0.63587863
## [11851] 0.32431779 0.47099944 0.26570038 0.25199394 0.33989433 0.80957053
## [11857] 0.80957053 0.58904543 0.09069718 0.39873151 0.51519934 0.47099944
## [11863] 0.63587863 0.55887947 0.51519934 0.43502483 0.43747980 0.42928819
## [11869] 0.47099944 0.28397052 0.26570038 0.38863356 0.50622667 0.38863356
## [11875] 0.30515633 0.35693451 0.25199394 0.58904543 0.35724635 0.48829134
## [11881] 0.30515633 0.17274585 0.41491011 0.63587863 0.63587863 0.61142800
## [11887] 0.66491950 0.58904543 0.94728210 0.35724635 0.35693451 0.35724635
## [11893] 0.82602712 1.01942238 0.73759160 0.35724635 0.43747980 0.38257526
## [11899] 0.58904543 0.61142800 0.47910275 0.32431779 0.31821820 0.32431779
## [11905] 0.35693451 0.30515633 0.34499401 0.38863356 0.50622667 0.50622667
## [11911] 0.35724635 0.38863356 0.30515633 0.47099944 0.43747980 0.42928819
## [11917] 0.34499401 0.16895099 0.47099944 0.66491950 0.55887947 0.70346153
## [11923] 0.90734981 0.63587863 0.90615211 0.30946847 0.35724635 0.23319718
## [11929] 0.80197633 0.94309314 0.63587863 0.12334087 0.15991883 0.55727791
## [11935] 0.58904543 0.55727791 0.28397052 0.12334087 0.28397052 0.13710306
## [11941] 0.25206591 0.35724635 1.00482398 0.94728210 0.90753275 0.38257526
## [11947] 0.43747980 0.37347845 0.41491011 0.38257526 0.35724635 0.89355214
## [11953] 0.58904543 0.90734981 0.25199394 0.31821820 0.34499401 0.38257526
## [11959] 0.33989433 0.66491950 0.15991883 0.15439714 0.12334087 0.79565122
## [11965] 0.89355214 0.51519934 0.11218029 0.77434366 0.61142800 0.79565122
## [11971] 0.42928819 0.17274585 0.16387306 0.13622617 0.41491011 0.55727791
## [11977] 1.01942238 1.07181792 1.07181792 0.54375418 0.48829134 0.47910275
## [11983] 0.43747980 0.42932506 0.34499401 1.01942238 0.80957053 1.01942238
## [11989] 0.33996715 0.31270008 0.38863356 0.55887947 0.47910275 0.63587863
## [11995] 0.22439058 0.17274585 0.17274585 1.07343087 1.01942238 0.63587863
## [12001] 0.58904543 0.47099944 0.47099944 0.26570038 0.16895099 0.12334087
## [12007] 0.23806932 0.34499401 0.38257526 1.04075255 0.99167017 0.99167017
## [12013] 0.47099944 0.43747980 0.38257526 0.32431779 0.42932506 0.23806932
## [12019] 0.94728210 0.82602712 0.95895943 0.31821820 0.47099944 0.38863356
## [12025] 0.58904543 0.38257526 0.73759160 0.15991883 0.12334087 0.12334087
## [12031] 0.95895943 1.01942238 0.55727791 0.09069718 0.08997732 0.80197633
## [12037] 0.63587863 0.58904543 0.55887947 0.83902879 0.94309314 0.89355214
## [12043] 0.73759160 0.63587863 0.94309314 0.77434366 0.90476083 0.90615211
## [12049] 0.73759160 0.55887947 0.58904543 0.54375418 0.73759160 0.94309314
## [12055] 0.95895943 0.94309314 1.07343087 0.82602712 1.01942238 0.42928819
## [12061] 0.58904543 0.55727791 0.89355214 1.04075255 0.83902879 0.09069718
## [12067] 0.66491950 0.62391141 0.47099944 0.55727791 0.77434366 0.77434366
## [12073] 1.01942238 0.82602712 0.82602712 0.77434366 0.66491950 0.73759160
## [12079] 0.79565122 0.58904543 0.50622667 0.73759160 0.51519934 0.77434366
## [12085] 0.77434366 0.95895943 0.82602712 1.07343087 0.90753275 0.94309314
## [12091] 0.47099944 0.43747980 0.50467602 1.01942238 1.16031907 0.90476083
## [12097] 0.66491950 0.66491950 0.43747980 0.55727791 0.77434366 0.66491950
## [12103] 0.77434366 0.61951311 0.55727791 0.79565122 0.63587863 0.73759160
## [12109] 0.89355214 0.58904543 0.51519934 0.58904543 0.43502483 0.70933719
## [12115] 0.90753275 1.01942238 0.89355214 1.01942238 0.77434366 1.01942238
## [12121] 0.42928819 0.48829134 0.58904543 0.90753275 0.94728210 0.90734981
## [12127] 0.26570038 0.38863356 0.58904543 0.09731335 0.13030766 0.77434366
## [12133] 0.77434366 0.73759160 0.23920196 0.15991883 0.17274585 0.26570038
## [12139] 0.28397052 0.17274585 0.77434366 0.42928819 0.82602712 0.28397052
## [12145] 0.31821820 0.33996715 0.25206591 0.35724635 0.51519934 0.21996063
## [12151] 0.26570038 0.33989433 0.80957053 0.94309314 0.47099944 0.15439714
## [12157] 0.15439714 0.30515633 0.43747980 1.01942238 1.01942238 1.01942238
## [12163] 0.43502483 0.47099944 0.35693451 0.32431779 0.33989433 0.23806932
## [12169] 1.01942238 0.51519934 0.94728210 0.33989433 0.43502483 0.32431779
## [12175] 0.50622667 0.38257526 0.55887947 0.13622617 0.13622617 0.17274585
## [12181] 0.94309314 0.95895943 0.47099944 0.13622617 0.35724635 0.48829134
## [12187] 1.01942238 0.94728210 0.82602712 0.47856672 0.58904543 0.47099944
## [12193] 0.31821820 0.25206591 0.17274585 0.94728210 0.73759160 0.82602712
## [12199] 0.38257526 0.43747980 0.39873151 0.54375418 0.32431779 0.58904543
## [12205] 0.28397052 0.17274585 0.23920196 0.94309314 0.94309314 0.61142800
## [12211] 0.48829134 0.58904543 0.94309314 0.94728210 0.94728210 0.61951311
## [12217] 0.66491950 0.61998834 0.48829134 0.38863356 0.38257526 0.73759160
## [12223] 0.63587863 0.90615211 0.47856672 0.51519934 0.47099944 0.60462267
## [12229] 0.38257526 0.63587863 0.21996063 0.12334087 0.13622617 0.94309314
## [12235] 0.95895943 0.66491950 0.11218029 0.61951311 0.82602712 0.73759160
## [12241] 0.12334087 0.17274585 0.15991883 0.30515633 0.26570038 0.25199394
## [12247] 0.73759160 0.47099944 0.73759160 0.31270008 0.17274585 0.33989433
## [12253] 0.30515633 0.21996063 0.55727791 0.30946847 0.25206591 0.32431779
## [12259] 0.80197633 0.94309314 0.39873151 0.63587863 0.73759160 0.58904543
## [12265] 0.25199394 0.17274585 0.17274585 0.38257526 0.35724635 0.42928819
## [12271] 0.61951311 0.35724635 0.77434366 0.33989433 0.35724635 0.35724635
## [12277] 0.43502483 0.31821820 0.55727791 0.32431779 0.30515633 0.47099944
## [12283] 0.66491950 0.90753275 0.39873151 0.09069718 0.09069718 0.61951311
## [12289] 0.63587863 0.50622667 0.94309314 0.90753275 0.89355214 0.09261021
## [12295] 0.15991883 0.09261021 0.94728210 0.77434366 1.07343087 1.01942238
## [12301] 0.79565122 1.01942238 0.83902879 0.94309314 0.66491950 0.66491950
## [12307] 0.90734981 0.94728210 0.09731335 0.63587863 0.73759160 0.77434366
## [12313] 1.01942238 0.94239220 0.80957053 0.08997732 0.10288034 0.08997732
## [12319] 0.95895943 1.00181868 1.07181792 1.04075255 0.94728210 1.01942238
## [12325] 0.80197633 0.94728210 0.77434366 0.47099944 0.80957053 0.94309314
## [12331] 0.55887947 0.66491950 0.63587863 1.00181868 0.83902879 0.80957053
## [12337] 0.12334087 0.12334087 0.10288034 0.95895943 1.04075255 1.01942238
## [12343] 1.01942238 0.80957053 1.07343087 0.66491950 0.82602712 0.77434366
## [12349] 0.47099944 0.73759160 0.82602712 0.10288034 0.11218029 0.41491011
## [12355] 0.42932506 0.39873151 0.66491950 0.33996715 0.38257526 0.35693451
## [12361] 0.42932506 0.58904543 0.51519934 0.30515633 0.50467602 0.34499401
## [12367] 0.38257526 0.42932506 0.58904543 0.77434366 0.63587863 0.09261021
## [12373] 0.30515633 0.38257526 0.38257526 0.77434366 0.32431779 0.73759160
## [12379] 0.54375418 0.41491011 0.43747980 0.58904543 0.47099944 0.51519934
## [12385] 0.31270008 0.25206591 0.41491011 0.77434366 0.90753275 0.66491950
## [12391] 0.35724635 0.41491011 0.42928819 0.66491950 0.41491011 0.58904543
## [12397] 0.42928819 0.43747980 0.41491011 0.43747980 0.35693451 0.50622667
## [12403] 0.33989433 0.25206591 0.25206591 0.77434366 0.80957053 0.54375418
## [12409] 0.09261021 0.08029497 0.90753275 0.63587863 1.01942238 0.26570038
## [12415] 0.25206591 0.43502483 0.25206591 0.31821820 0.38257526 0.39873151
## [12421] 0.30946847 0.43502483 0.95895943 0.73759160 0.48829134 0.08029497
## [12427] 0.80197633 0.51519934 0.90753275 0.31821820 0.25199394 0.38257526
## [12433] 0.31821820 0.39873151 0.21996063 0.38257526 0.25199394 0.38257526
## [12439] 0.90734981 0.77434366 0.50622667 0.90753275 0.54375418 0.90615211
## [12445] 0.25206591 0.30515633 0.35724635 0.35693451 0.38257526 0.33989433
## [12451] 0.23806932 0.17274585 0.25206591 0.77434366 0.73759160 0.39873151
## [12457] 0.09069718 0.09069718 1.01942238 0.94728210 1.01942238 1.01942238
## [12463] 0.82602712 0.90615211 0.77434366 0.94309314 0.58904543 0.63587863
## [12469] 0.89355214 0.94309314 0.12334087 0.73759160 0.79565122 0.80957053
## [12475] 0.80197633 0.73759160 0.79565122 0.38257526 0.50622667 0.47099944
## [12481] 0.63587863 0.77434366 0.61998834 0.95895943 0.95895943 1.00181868
## [12487] 1.00181868 0.90615211 1.07343087 0.66491950 1.01942238 0.61142800
## [12493] 0.58904543 0.93606407 0.90753275 0.17274585 0.31821820 0.33996715
## [12499] 0.25206591 0.49166063 0.38257526 0.34499401 0.42932506 0.90753275
## [12505] 0.73759160 0.47099944 0.23920196 0.47099944 0.32431779 0.25206591
## [12511] 0.47099944 0.41491011 0.47099944 0.80957053 0.73759160 0.66491950
## [12517] 0.54375418 0.39873151 0.55887947 0.38257526 0.33996715 0.54375418
## [12523] 0.94309314 0.90753275 0.61951311 0.31821820 0.43502483 0.58904543
## [12529] 0.55887947 0.54375418 0.58904543 0.47099944 0.35724635 0.30515633
## [12535] 0.39873151 0.35724635 0.35724635 0.77434366 0.61998834 0.35724635
## [12541] 0.51519934 0.55727791 0.66491950 0.63587863 0.42932506 0.55727791
## [12547] 0.11218029 0.09261021 0.77434366 0.94728210 0.42932506 0.13622617
## [12553] 0.80197633 0.95895943 0.50467602 0.90615211 0.89355214 0.55887947
## [12559] 0.11218029 0.38257526 0.23920196

Community composition also differed across locations, as supported by multiple analyses. Variation in community composition was significantly explained by location, even when accounting for variation due to time of sampling and variation between replicates (ASVs: PERMANOVA p < 0.001, betadisper p > 0.5; Taxa: PERMANOVA p < 0.001, betadisper p > 0.5). As visualized using NMDS ordination, S1 and S2 samples collected around low tide were most dissimilar from the offshore samples (Figures 7A, 7C). These patterns persisted in the optimal clusters identified using the partitioning among medoids (PAM) algorithm, without assuming a priori that location drives the clusters (Figure 7B, 7D). When analyzed by ASV, PAM identified three optimal clusters, primarily composed of: 1) nearshore samples with additional samples from S1 and S2 at early time points, 2) the remaining S1 samples, and 3) the remaining S2 samples (Figure 7B). When analyzing by taxa, PAM additionally differentiated between samples from the three locations collected at early time points. Thus, multiple analyses with different initial assumptions all demonstrated differentiable eDNA signals across micro-habitats.

(NMDS_PAM_full$NMDS + theme(legend.position = "none") + ggtitle("A)")) + 
  (NMDS_PAM_full$PAM  + theme(legend.position = "none") + ggtitle("B)")) + 
  (NMDS_PAM_taxa$NMDS + theme(legend.position = "none") + ggtitle("C)")) + 
  (NMDS_PAM_taxa$PAM + ggtitle("D)")) + 
  plot_layout(guides = 'collect', widths = c(1,2))

#Add figuring saving
alpha=c(0,0,0,0,0,0,0,0,0,0,0,0)
graph = NMDS_PAM_full$NMDS + 
  ggtitle("NMDS Ordination (Jaccard Dissimilarity)") +
  theme_classic(base_size = 18)

filename = paste("NMDS_figure_full.pdf")
  path = paste("Figures/PowerPointFigure/", filename)
  pdf(path, width = 11.97, height = 6.14)
  print(graph)
  dev.off()
## quartz_off_screen 
##                 2
  graph$layers[[2]] <- NULL
  
  graph = graph + 
    stat_ellipse(aes(group=Location), type = "t",linetype = 2, alpha = 0) 
  
for (i in 1:12) {
  alpha[i] = 1
  graph <- graph + 
    viridis::scale_color_viridis(discrete=TRUE, 
                                 begin = 0, 
                                 end = .97, 
                                 direction = -1, 
                                 alpha = alpha) 
  filename = paste("NMDS_figure", i, ".pdf")
  path = paste("Figures/PowerPointFigure/", filename)
  pdf(path, width = 11.97, height = 6.14)
  print(graph)
  dev.off()
  alpha[i] = .2
}
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
## Scale for colour is already present.
## Adding another scale for colour, which will replace the existing scale.
distmat <- as.matrix(jaccard_full)

#Calculate Pairwise Dissimilarity Values Within and Across Sites

Jaccard = c()
Combo = c()
Time = c()
summary = data.frame(Jaccard, Combo, Time)

one = c("S1", "S2", "O", "S1", "S2", "S1")
one_names = c("S1", "S2", "N", "S1", "S2", "S1")
two = c("S1", "S2", "O", "O", "O", "S2")
two_names = c("S1", "S2", "N", "N", "N", "S2")

for(x in levels(data_amp$metadata$Time)){
  subset = filter(data_amp$metadata, data_amp$metadata$Time == x)
  
  for(i in 1: length(one)) {
    name = paste(one_names[i], two_names[i], sep = ":")
    data = distmat[subset$X[subset$Location == one[i]], subset$X[subset$Location == two[i]]]
    Jaccard = vector()
    
    if (!(0 %in% dim(data))) {
      for (row in 1:nrow(data)) {
        for (col in 1:ncol(data)){
           if (col > row) {
            Jaccard = c(Jaccard, data[row,col])
          }
        }
      }
    }
    Combo <- rep(name, length(Jaccard))
    Time <- rep(x, length(Jaccard))
    
    summary <- rbind(summary, data.frame(Jaccard, Combo, Time))
  }
}


##PLOTTING

#Define palette for colors and fills 
colors = turbo(8)

palette = c("Within Site" = "#30123BFF", 
            "S1:N" ="#1AE4B6FF" , 
            "S2:N" = "#FABA39FF", 
            "S1:S2" = "#7A0403FF")

fill_palette = c("Within Site" = "#30123B20", 
                 "S1:N" ="#1AE4B620", 
            "S2:N" = "#FABA3920", 
            "S1:S2" = "#7A040320")


#WITHIN SITE COMBINED

summary$Combo2 <- summary$Combo
summary$Combo2[summary$Combo2 == "S1:S1"] = "Within Site"
summary$Combo2[summary$Combo2 == "S2:S2"] = "Within Site"
summary$Combo2[summary$Combo2 == "N:N"] = "Within Site"

stats = summary %>% filter(Combo2 == "Within Site") %>% summarize(mean = mean(Jaccard), max = max(Jaccard))


g2.5 = ggplot(summary, aes(x = Time, 
                           y = Jaccard, 
                           color = factor(Combo2, level = c("Within Site", "S1:N", "S2:N", "S1:S2")), 
                           fill = factor(Combo2, level = c("Within Site", "S1:N", "S2:N", "S1:S2")))) + 
  geom_boxplot(position = position_dodge(.5, preserve = "single")) + 
  geom_point(position = position_jitterdodge(dodge.width = .5), alpha=0.2) + 
  scale_color_manual(values = palette, name = "Site Pairings") + 
  scale_fill_manual(values = fill_palette, name = "Site Pairings") + 
  geom_hline(yintercept = stats$mean, color = palette["Within Site"] ) + 
  ylab("Jaccard Dissimilarity") +
  coord_cartesian(expand = 0, clip = "off") + 
  geom_text(aes(max(Time),
                stats$mean, 
                label = "Mean Dissimilarity\n  Within Sites", 
                hjust = -.2), 
            color = palette["Within Site"], 
            show.legend = FALSE, 
            check_overlap = TRUE) +
  theme_classic(base_size = 16) + 
  theme(axis.ticks = element_line(color = "black"),
        axis.text.y = element_text(color="black"), 
        axis.text.x = element_text(color="black"))

The extent of the Jaccard dissimilarity between samples from different locations varied over time. As shown in Figure 8, except at the first time point sampled, the dissimilarity between samples across sites was always greater than the mean dissimilarity between samples within the same site, and increasingly so across the period sampled. At two time points—15:30 and 16:00—after low tide but before water was moving between all locations again, all dissimilarity values across sites were greater than the maximum dissimilarity recorded between two samples from the same site.

g2.5

#ADD FIGURE SAVING

3.4. Ecological Significance

S1_unique = setdiff(S1_taxa, union(S2_taxa,N_taxa) ) 
S2_unique = setdiff(S2_taxa, union(S1_taxa,N_taxa) ) 
N_unique = setdiff(N_taxa, union(S2_taxa,S1_taxa) ) 


S1 = data.frame(list(Species = remove_NCBInums(S1_unique), Unique = "S1"))
S2 = data.frame(list(Species = remove_NCBInums(S2_unique), Unique = "S2"))
N = data.frame(list(Species = remove_NCBInums(N_unique), Unique = "N"))
unique = rbind(S1, S2, N)

S1_i = data.frame(list(Species = remove_NCBInums(data_amp$tax$Species[rownames(data_amp$tax) %in% heatmap_taxa$top_S1]), Indicator = "S1"))
S2_i = data.frame(list(Species = remove_NCBInums(data_amp$tax$Species[rownames(data_amp$tax) %in% heatmap_taxa$top_S2]), Indicator = "S2"))          
N_i = data.frame(list(Species = remove_NCBInums(data_amp$tax$Species[rownames(data_amp$tax) %in% heatmap_taxa$top_N]), Indicator = "N")) 
indicators = rbind(S1_i, S2_i, N_i)

df_list = list(unique, indicators)
full_taxa_list = df_list %>% reduce(full_join, by='Species')


#Get synonyms for taxa from WoRMS
#to add: (get synonyms via taxize?)
#to add: process synonyms to a) remove any parentheticals, and b) remove anything beyond two words

synonyms = c()
for (s in full_taxa_list$Species) {
  print(s)
  worms_ID = get_wormsid(s)
  if(is.na(worms_ID)) {
    syns = NA
  } else {
    syns = synonyms(worms_ID, db = 'worms')
    syns = toString(syns[[1]]$scientificname)
  }
  synonyms = rbind(synonyms, syns)
}
## [1] "Naineris dendritica"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Naineris dendritica'
## ✔  Found:  Naineris dendritica
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Girella nigricans"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Girella nigricans'
## ✔  Found:  Girella nigricans
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Pagurus hirsutiusculus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Pagurus hirsutiusculus'
## ✔  Found:  Pagurus hirsutiusculus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Canis lupus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Canis lupus'
## ✖  Not Found:  Canis lupus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Tetraclita rubescens"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Tetraclita rubescens'
## ✔  Found:  Tetraclita rubescens
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Chthamalus fissus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Chthamalus fissus'
## ✔  Found:  Chthamalus fissus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Nucella emarginata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Nucella emarginata'
## ✔  Found:  Nucella emarginata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Neoamphitrite robusta"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Neoamphitrite robusta'
## ✔  Found:  Neoamphitrite robusta
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Ectopleura marina"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Ectopleura marina'
## ✔  Found:  Ectopleura marina
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Gallus gallus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Gallus gallus'
## ✖  Not Found:  Gallus gallus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Lophopanopeus bellus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Lophopanopeus bellus'
## ✔  Found:  Lophopanopeus bellus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Traskorchestia traskiana"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Traskorchestia traskiana'
## ✔  Found:  Traskorchestia traskiana
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Knoutsodonta jannae"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Knoutsodonta jannae'
## ✔  Found:  Knoutsodonta jannae
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Plocamionida tylotata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Plocamionida tylotata'
## ✔  Found:  Plocamionida tylotata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Proceraea nigropunctata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Proceraea nigropunctata'
## ✔  Found:  Proceraea nigropunctata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Felis silvestris"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Felis silvestris'
## ✖  Not Found:  Felis silvestris
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Coelopa vanduzeei"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Coelopa vanduzeei'
## ✖  Not Found:  Coelopa vanduzeei
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Oligocottus maculosus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Oligocottus maculosus'
## ✔  Found:  Oligocottus maculosus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Aporrectodea caliginosa"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Aporrectodea caliginosa'
## ✖  Not Found:  Aporrectodea caliginosa
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Rhodotorula mucilaginosa"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Rhodotorula mucilaginosa'
## ✔  Found:  Rhodotorula mucilaginosa
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Hermissenda crassicornis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Hermissenda crassicornis'
## ✔  Found:  Hermissenda crassicornis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Nitzschia traheaformis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Nitzschia traheaformis'
## ✔  Found:  Nitzschia traheaformis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Myriogloea simplex"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Myriogloea simplex'
## ✔  Found:  Myriogloea simplex
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Megaselia rufipes"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Megaselia rufipes'
## ✖  Not Found:  Megaselia rufipes
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Rhopalosiphum insertum"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Rhopalosiphum insertum'
## ✖  Not Found:  Rhopalosiphum insertum
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Eudistoma psammion"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Eudistoma psammion'
## ✔  Found:  Eudistoma psammion
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Ampithoe sectimanus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Ampithoe sectimanus'
## ✖  Not Found:  Ampithoe sectimanus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Clytia gregaria"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Clytia gregaria'
## ✔  Found:  Clytia gregaria
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Carcinonemertes errans"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Carcinonemertes errans'
## ✔  Found:  Carcinonemertes errans
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Limacia cockerelli"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Limacia cockerelli'
## ✔  Found:  Limacia cockerelli
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Doris montereyensis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Doris montereyensis'
## ✔  Found:  Doris montereyensis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Dactylosiphon bullosus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Dactylosiphon bullosus'
## ✔  Found:  Dactylosiphon bullosus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Dendronotus subramosus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Dendronotus subramosus'
## ✔  Found:  Dendronotus subramosus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Hemigrapsus nudus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Hemigrapsus nudus'
## ✔  Found:  Hemigrapsus nudus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Neoporphyra perforata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Neoporphyra perforata'
## ✖  Not Found:  Neoporphyra perforata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Stenogramma californicum"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Stenogramma californicum'
## ✔  Found:  Stenogramma californicum
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Biecheleria cincta"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Biecheleria cincta'
## ✔  Found:  Biecheleria cincta
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Aporrectodea trapezoides"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Aporrectodea trapezoides'
## ✖  Not Found:  Aporrectodea trapezoides
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Acanthodoris rhodoceras"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Acanthodoris rhodoceras'
## ✔  Found:  Acanthodoris rhodoceras
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Mopalia ferreirai"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Mopalia ferreirai'
## ✔  Found:  Mopalia ferreirai
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Halichondria coerulea"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Halichondria coerulea'
## ✔  Found:  Halichondria coerulea
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Vexillifera kereti"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Vexillifera kereti'
## ✖  Not Found:  Vexillifera kereti
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Neoporphyra haitanensis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Neoporphyra haitanensis'
## ✔  Found:  Neoporphyra haitanensis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Orienthella trilineata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Orienthella trilineata'
## ✔  Found:  Orienthella trilineata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Leucocryptos marina"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Leucocryptos marina'
## ✔  Found:  Leucocryptos marina
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Ceratostoma foliatum"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Ceratostoma foliatum'
## ✔  Found:  Ceratostoma foliatum
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Callophyllis schneideri"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Callophyllis schneideri'
## ✔  Found:  Callophyllis schneideri
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Eurydice longiantennata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Eurydice longiantennata'
## ✔  Found:  Eurydice longiantennata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Rhodophysema lundii"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Rhodophysema lundii'
## ✔  Found:  Rhodophysema lundii
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Bossiella orbigniana"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Bossiella orbigniana'
## ✔  Found:  Bossiella orbigniana
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Bossiella montereyensis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Bossiella montereyensis'
## ✔  Found:  Bossiella montereyensis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Mycale acerata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Mycale acerata'
## ✔  Found:  Mycale acerata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Syllis elongata CMC02"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Syllis elongata CMC02'
## ✖  Not Found:  Syllis elongata CMC02
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Mycedium robokaki"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Mycedium robokaki'
## ✔  Found:  Mycedium robokaki
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Rhodymenia californica"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Rhodymenia californica'
## ✔  Found:  Rhodymenia californica
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Nienburgia andersoniana"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Nienburgia andersoniana'
## ✔  Found:  Nienburgia andersoniana
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Egregia menziesii"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Egregia menziesii'
## ✔  Found:  Egregia menziesii
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Ahnfeltia fastigiata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Ahnfeltia fastigiata'
## ✔  Found:  Ahnfeltia fastigiata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Paraphrosylus praedator"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Paraphrosylus praedator'
## ✖  Not Found:  Paraphrosylus praedator
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Prorocentrum minimum"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Prorocentrum minimum'
## ✔  Found:  Prorocentrum minimum
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Tanystylum californicum"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Tanystylum californicum'
## ✔  Found:  Tanystylum californicum
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Schistomeringos longicornis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Schistomeringos longicornis'
## ✔  Found:  Schistomeringos longicornis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Symphyocladiella rosea"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Symphyocladiella rosea'
## ✔  Found:  Symphyocladiella rosea
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Myxicola aesthetica"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Myxicola aesthetica'
## ✔  Found:  Myxicola aesthetica
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Rostanga pulchra"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Rostanga pulchra'
## ✔  Found:  Rostanga pulchra
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Mitrocoma cellularia"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Mitrocoma cellularia'
## ✔  Found:  Mitrocoma cellularia
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Callithamnion rupicola"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Callithamnion rupicola'
## ✔  Found:  Callithamnion rupicola
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Brada villosa CMC02"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Brada villosa CMC02'
## ✖  Not Found:  Brada villosa CMC02
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Discorsopagurus schmitti"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Discorsopagurus schmitti'
## ✔  Found:  Discorsopagurus schmitti
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Dendraster excentricus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Dendraster excentricus'
## ✔  Found:  Dendraster excentricus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Campanularia volubilis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Campanularia volubilis'
## ✔  Found:  Campanularia volubilis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Mopalia spectabilis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Mopalia spectabilis'
## ✔  Found:  Mopalia spectabilis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Chaetoceros tenuissimus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Chaetoceros tenuissimus'
## ✔  Found:  Chaetoceros tenuissimus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Pandalus danae"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Pandalus danae'
## ✔  Found:  Pandalus danae
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Ammothea hilgendorfi"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Ammothea hilgendorfi'
## ✔  Found:  Ammothea hilgendorfi
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Cucumaria piperata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Cucumaria piperata'
## ✔  Found:  Cucumaria piperata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Calocalanus tenuis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Calocalanus tenuis'
## ✔  Found:  Calocalanus tenuis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Pinnixa franciscana"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Pinnixa franciscana'
## ✔  Found:  Pinnixa franciscana
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Bothragonus swanii"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Bothragonus swanii'
## ✔  Found:  Bothragonus swanii
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Ozophora clevelandii"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Ozophora clevelandii'
## ✔  Found:  Ozophora clevelandii
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Kellia suborbicularis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Kellia suborbicularis'
## ✔  Found:  Kellia suborbicularis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Obelia dichotoma"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Obelia dichotoma'
## ✔  Found:  Obelia dichotoma
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Euchlanis dilatata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Euchlanis dilatata'
## ✖  Not Found:  Euchlanis dilatata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Ansanella granifera"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Ansanella granifera'
## ✔  Found:  Ansanella granifera
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Ramalina intermedia"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Ramalina intermedia'
## ✖  Not Found:  Ramalina intermedia
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Aeolidia papillosa"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Aeolidia papillosa'
## ✔  Found:  Aeolidia papillosa
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Pisaster brevispinus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Pisaster brevispinus'
## ✔  Found:  Pisaster brevispinus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Pinnixa faba"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Pinnixa faba'
## ✔  Found:  Pinnixa faba
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Farlowia conferta"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Farlowia conferta'
## ✔  Found:  Farlowia conferta
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Heterosigma akashiwo"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Heterosigma akashiwo'
## ✔  Found:  Heterosigma akashiwo
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Fredericqia chiton"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Fredericqia chiton'
## ✔  Found:  Fredericqia chiton
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Dictyocha speculum"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Dictyocha speculum'
## ✔  Found:  Dictyocha speculum
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Phyllochaetopterus prolifica"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Phyllochaetopterus prolifica'
## ✔  Found:  Phyllochaetopterus prolifica
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Paranthus rapiformis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Paranthus rapiformis'
## ✔  Found:  Paranthus rapiformis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Micrometrus minimus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Micrometrus minimus'
## ✔  Found:  Micrometrus minimus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Micrura verrilli"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Micrura verrilli'
## ✔  Found:  Micrura verrilli
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Hexagrammos lagocephalus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Hexagrammos lagocephalus'
## ✔  Found:  Hexagrammos lagocephalus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Petrolisthes eriomerus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Petrolisthes eriomerus'
## ✔  Found:  Petrolisthes eriomerus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Microtus californicus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Microtus californicus'
## ✖  Not Found:  Microtus californicus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Farlowia compressa"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Farlowia compressa'
## ✔  Found:  Farlowia compressa
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Lepidozona radians"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Lepidozona radians'
## ✔  Found:  Lepidozona radians
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Ectocarpus siliculosus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Ectocarpus siliculosus'
## ✔  Found:  Ectocarpus siliculosus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Crepidula norrisiarum"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Crepidula norrisiarum'
## ✔  Found:  Crepidula norrisiarum
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Deroceras reticulatum"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Deroceras reticulatum'
## ✖  Not Found:  Deroceras reticulatum
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Nuttallina californica"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Nuttallina californica'
## ✔  Found:  Nuttallina californica
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Schimmelmannia plumosa"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Schimmelmannia plumosa'
## ✔  Found:  Schimmelmannia plumosa
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Phycodrys isabellae"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Phycodrys isabellae'
## ✔  Found:  Phycodrys isabellae
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Hymenena kylinii"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Hymenena kylinii'
## ✔  Found:  Hymenena kylinii
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Oxylebius pictus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Oxylebius pictus'
## ✔  Found:  Oxylebius pictus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Phacellophora camtschatica"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Phacellophora camtschatica'
## ✔  Found:  Phacellophora camtschatica
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Bangia fuscopurpurea"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Bangia fuscopurpurea'
## ✔  Found:  Bangia fuscopurpurea
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Aaptos nuda"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Aaptos nuda'
## ✔  Found:  Aaptos nuda
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Nucella ostrina"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Nucella ostrina'
## ✔  Found:  Nucella ostrina
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Laminaria setchellii"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Laminaria setchellii'
## ✔  Found:  Laminaria setchellii
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Ophiopholis kennerlyi"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Ophiopholis kennerlyi'
## ✔  Found:  Ophiopholis kennerlyi
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Schizymenia dubyi"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Schizymenia dubyi'
## ✔  Found:  Schizymenia dubyi
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Microspongium alariae"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Microspongium alariae'
## ✔  Found:  Microspongium alariae
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Chloropicon roscoffensis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Chloropicon roscoffensis'
## ✔  Found:  Chloropicon roscoffensis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Sigmaxinella hipposiderus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Sigmaxinella hipposiderus'
## ✔  Found:  Sigmaxinella hipposiderus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Eulalia aviculiseta"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Eulalia aviculiseta'
## ✔  Found:  Eulalia aviculiseta
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Pugettia richii"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Pugettia richii'
## ✔  Found:  Pugettia richii
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Beringraja binoculata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Beringraja binoculata'
## ✔  Found:  Beringraja binoculata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Halisarca desqueyrouxae"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Halisarca desqueyrouxae'
## ✔  Found:  Halisarca desqueyrouxae
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Cladocroce burapha"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Cladocroce burapha'
## ✔  Found:  Cladocroce burapha
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Skeletonema dohrnii"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Skeletonema dohrnii'
## ✔  Found:  Skeletonema dohrnii
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Corynoneura arctica"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Corynoneura arctica'
## ✖  Not Found:  Corynoneura arctica
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Pikea pinnata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Pikea pinnata'
## ✔  Found:  Pikea pinnata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Semibalanus cariosus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Semibalanus cariosus'
## ✔  Found:  Semibalanus cariosus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Herposiphonia plumula"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Herposiphonia plumula'
## ✔  Found:  Herposiphonia plumula
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Neoptilota densa"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Neoptilota densa'
## ✔  Found:  Neoptilota densa
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Pectinaria californiensis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Pectinaria californiensis'
## ✔  Found:  Pectinaria californiensis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Axiothella rubrocincta"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Axiothella rubrocincta'
## ✔  Found:  Axiothella rubrocincta
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Apohyale anceps"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Apohyale anceps'
## ✔  Found:  Apohyale anceps
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Quasitetrastemma nigrifrons"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Quasitetrastemma nigrifrons'
## ✔  Found:  Quasitetrastemma nigrifrons
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Paralia sulcata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Paralia sulcata'
## ✔  Found:  Paralia sulcata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Proboscidactyla flavicirrata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Proboscidactyla flavicirrata'
## ✔  Found:  Proboscidactyla flavicirrata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Parmotrema stuppeum"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Parmotrema stuppeum'
## ✖  Not Found:  Parmotrema stuppeum
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Dermasterias imbricata"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Dermasterias imbricata'
## ✔  Found:  Dermasterias imbricata
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Savoiea robusta"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Savoiea robusta'
## ✖  Not Found:  Savoiea robusta
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 0 
## • Not Found: 1
## [1] "Pisaster ochraceus"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Pisaster ochraceus'
## ✔  Found:  Pisaster ochraceus
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Littorina plena"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Littorina plena'
## ✔  Found:  Littorina plena
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## Warning: Unknown or uninitialised column: `scientificname`.
## [1] "Lottia paradigitalis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Lottia paradigitalis'
## ✔  Found:  Lottia paradigitalis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Boccardia proboscidea"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Boccardia proboscidea'
## ✔  Found:  Boccardia proboscidea
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Mopalia muscosa"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Mopalia muscosa'
## ✔  Found:  Mopalia muscosa
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Halosydna brevisetosa"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Halosydna brevisetosa'
## ✔  Found:  Halosydna brevisetosa
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
## [1] "Leptasterias aequalis"
## ══  1 queries  ═══════════════
## 
## Retrieving data for taxon 'Leptasterias aequalis'
## ✔  Found:  Leptasterias aequalis
## ══  Results  ═════════════════
## 
## • Total: 1 
## • Found: 1 
## • Not Found: 0
full_taxa_list = cbind(full_taxa_list, synonyms)

write.csv(full_taxa_list, "Data/Analysis Products/BPT_Analysis.csv", row.names=FALSE)

#make combined PDF of whole book
#for combined PDF, find every page number where names occur
#in each group of PDFs, search for all the names in the list

#Ecological Significance 
#Add section here where I import/read data rather than just pull the numbers

S1_hm = 12
S1_no_hm = 5

S2_hm = 2
S2_no_hm = 12

N_hm = 2
N_no_hm = 7

S1 = c(Yes = S1_hm, No = S1_no_hm)
S2 = c(Yes = S2_hm, No = S2_no_hm)
N = c(Yes = N_hm, No = N_no_hm)

counts = rbind(S1, S2, N)

test = chisq.test(counts, correct = FALSE, simulate.p.value = TRUE)



test_post_hoc = chisq.posthoc.test(counts, method = "bonferroni", simulate.p.value = TRUE)

Identified unique and indicator taxa reflected known ecological differences between locations. Only a subset of unique and indicator taxa were described in Between Pacific Tides: 18.8% (9/48) of nearshore taxa, 32.1% (17/53) of S1 taxa, and 31.1% (14/45) of S2. However, across the described subset, more taxa from S1 were categorized to high and middle intertidal zones than S2 and N (Figure 9; not made in R). The proportion of taxa from the high and middle intertidal varied significantly across locations (χ2 = 11.67, p < 0.05), matching the environmental characteristics of the sites.

Session Info

sessionInfo()
## R version 4.3.1 (2023-06-16)
## Platform: aarch64-apple-darwin20 (64-bit)
## Running under: macOS Ventura 13.0.1
## 
## Matrix products: default
## BLAS:   /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/lib/libRblas.0.dylib 
## LAPACK: /Library/Frameworks/R.framework/Versions/4.3-arm64/Resources/lib/libRlapack.dylib;  LAPACK version 3.11.0
## 
## locale:
## [1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
## 
## time zone: America/Los_Angeles
## tzcode source: internal
## 
## attached base packages:
## [1] stats     graphics  grDevices utils     datasets  methods   base     
## 
## other attached packages:
##  [1] tidytree_0.4.2           ggh4x_0.2.5              ggbeeswarm_0.7.2        
##  [4] mapview_2.11.0           rgbif_3.7.7              mregions_0.1.8          
##  [7] spocc_1.2.2              pals_1.7                 Polychrome_1.5.1        
## [10] taxize_0.9.100           chisq.posthoc.test_0.1.2 vegan_2.6-4             
## [13] lattice_0.21-8           cluster_2.1.4            indicspecies_1.7.13     
## [16] permute_0.9-7            eulerr_7.0.0             remotes_2.4.2           
## [19] BiocManager_1.30.21      patchwork_1.1.2          sf_1.0-14               
## [22] lubridate_1.9.2          forcats_1.0.0            stringr_1.5.0           
## [25] dplyr_1.1.2              purrr_1.0.1              readr_2.1.4             
## [28] tidyr_1.3.0              tibble_3.2.1             tidyverse_2.0.0         
## [31] ampvis2_2.8              ggplot2_3.4.2            ggtreeExtra_1.10.0      
## [34] ggtree_3.8.0             phyloseq_1.44.0         
## 
## loaded via a namespace (and not attached):
##   [1] splines_4.3.1           urltools_1.7.3          bitops_1.0-7           
##   [4] ggplotify_0.1.1         polyclip_1.10-4         triebeard_0.4.1        
##   [7] lifecycle_1.0.3         bold_1.3.0              MASS_7.3-60            
##  [10] crosstalk_1.2.0         magrittr_2.0.3          plotly_4.10.2          
##  [13] sass_0.4.7              rmarkdown_2.23          jquerylib_0.1.4        
##  [16] yaml_2.3.7              rvertnet_0.8.2          sp_2.0-0               
##  [19] mapproj_1.2.11          DBI_1.1.3               RColorBrewer_1.1-3     
##  [22] ade4_1.7-22             maps_3.4.1              zlibbioc_1.46.0        
##  [25] quadprog_1.5-8          BiocGenerics_0.46.0     RCurl_1.98-1.12        
##  [28] yulab.utils_0.0.6       satellite_1.0.4         GenomeInfoDbData_1.2.10
##  [31] IRanges_2.34.1          S4Vectors_0.38.1        ggrepel_0.9.3          
##  [34] crul_1.4.0              terra_1.7-39            units_0.8-2            
##  [37] conditionz_0.1.0        codetools_0.2-19        xml2_1.3.5             
##  [40] tidyselect_1.2.0        aplot_0.1.10            raster_3.6-23          
##  [43] httpcode_0.3.0          farver_2.1.1            viridis_0.6.3          
##  [46] stats4_4.3.1            base64enc_0.1-3         webshot_0.5.5          
##  [49] jsonlite_1.8.7          geojsonsf_2.0.3         multtest_2.56.0        
##  [52] e1071_1.7-13            ellipsis_0.3.2          survival_3.5-5         
##  [55] iterators_1.0.14        systemfonts_1.0.4       polylabelr_0.2.0       
##  [58] foreach_1.5.2           tools_4.3.1             ggnewscale_0.4.9       
##  [61] treeio_1.24.1           ragg_1.2.5              Rcpp_1.0.11            
##  [64] glue_1.6.2              gridExtra_2.3           leaflet.providers_1.9.0
##  [67] xfun_0.39               mgcv_1.9-0              GenomeInfoDb_1.36.1    
##  [70] withr_2.5.0             fastmap_1.1.1           rhdf5filters_1.12.1    
##  [73] fansi_1.0.4             digest_0.6.33           jqr_1.2.3              
##  [76] timechange_0.2.0        R6_2.5.1                gridGraphics_0.5-1     
##  [79] textshaping_0.3.6       colorspace_2.1-0        wk_0.7.3               
##  [82] dichromat_2.0-0.1       utf8_1.2.3              generics_0.1.3         
##  [85] data.table_1.14.8       class_7.3-22            httr_1.4.6             
##  [88] htmlwidgets_1.6.2       scatterplot3d_0.3-44    whisker_0.4.1          
##  [91] pkgconfig_2.0.3         gtable_0.3.3            XVector_0.40.0         
##  [94] htmltools_0.5.5         biomformat_1.28.0       scales_1.2.1           
##  [97] Biobase_2.60.0          png_0.1-8               ggfun_0.1.1            
## [100] knitr_1.43              rstudioapi_0.15.0       tzdb_0.4.0             
## [103] reshape2_1.4.4          uuid_1.1-0              nlme_3.1-162           
## [106] curl_5.0.1              proxy_0.4-27            cachem_1.0.8           
## [109] zoo_1.8-12              rhdf5_2.44.0            KernSmooth_2.23-22     
## [112] worrms_0.4.3            parallel_4.3.1          vipor_0.4.5            
## [115] rebird_1.3.0            s2_1.1.4                pillar_1.9.0           
## [118] grid_4.3.1              vctrs_0.6.3             geojsonio_0.11.1       
## [121] beeswarm_0.4.0          evaluate_0.21           oai_0.4.0              
## [124] cli_3.6.1               compiler_4.3.1          rlang_1.1.1            
## [127] crayon_1.5.2            ridigbio_0.3.6          geojson_0.3.4          
## [130] labeling_0.4.2          classInt_0.4-9          plyr_1.8.8             
## [133] stringi_1.7.12          viridisLite_0.4.2       assertthat_0.2.1       
## [136] munsell_0.5.0           Biostrings_2.68.1       lazyeval_0.2.2         
## [139] leaflet_2.1.2           V8_4.3.2                Matrix_1.6-0           
## [142] hms_1.1.3               leafem_0.2.0            Rhdf5lib_1.22.0        
## [145] highr_0.10              igraph_1.5.0            bslib_0.5.0            
## [148] phangorn_2.11.1         fastmatch_1.1-3         ape_5.7-1